Torrent Details for Pluralsight - Python course collection (45+ courses) [AhLaN]

Pluralsight - Python course collection (45+ courses) [AhLaN]

Torrent Info

Torrent Info

Category	Other
Added	Friday 2nd June 2023 12:53:37 AM (3 years ago)
Size	10.9 GB
Peers	2 Peers (1 Seeders and 1 leechers) update
Downloaded	41 times
Uploader	abidmail Thank You (0) Report Torrent 00/0
Comments	None
Uploader Comments	None
Tags	English
Seeders	1
Leechers	1

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Torrent Files (1495)

Filename	Size
05. Duck Tail- An Object Introspection Tool~.mp4	53.2 MB
Downloaded from Ahlanedu.com.txt	996 bytes
final thumbnail.png	420.1 KB
Post.txt	3.2 KB
Visit us at www.Ahlanedu.com.url	51 bytes
finding-relationships-data-python~.zip	5.5 MB
01. Course Overview~.mp4	3.6 MB
01. Module Overview~.mp4	1.7 MB
02. Prerequisites and Course Outline.mp4	1.5 MB
03. Statistics in Understanding Data.mp4	6.4 MB
04. Measures of Central Tendency and Dispersion.mp4	7.7 MB
05. Bivariate and Multivariate Descriptive Statistics.mp4	4.6 MB
06. Demo- Loading Cleaning and Preparing Data.mp4	10.6 MB
07. Demo- Exploring and Visualizing Relationships.mp4	13.2 MB
08. Demo- Calculating and Visualizing Correlations.mp4	17.3 MB
09. Autocorrelation~.mp4	2.2 MB
10. Demo- Calculating and Visualizing Autocorrelation.mp4	10.0 MB
11. Demo- Line Plots and Bar Graphs.mp4	7.8 MB
12. Demo- Box Plots Violin Plots and Pie Charts.mp4	9.7 MB
13. Module Summary~.mp4	1.7 MB
01. Module Overview.mp4	3.5 MB
02. Kernel Density Estimation.mp4	5.1 MB
03. Demo- Histograms, KDE Plots, Rug Plots.mp4	14.7 MB
04. Demo- Exploring Continuous and Categorical Relationships.mp4	13.2 MB
05. Demo- Pairwise Relationships.mp4	13.1 MB
06. Demo- Visualizing Multiple Relationships with Facets.mp4	8.0 MB
07. Module Summary.mp4	1.8 MB
01. Module Overview.mp4	2.0 MB
02. Introducing Altair.mp4	4.1 MB
03. Demo- Getting Started with Altair.mp4	17.0 MB
04. Demo- Simple Altair Plots to Slice and Explore Data.mp4	10.9 MB
05. Demo- Visualizing Relationships Using Binning and Aggregation.mp4	8.0 MB
06. Demo- Interactive Visualizations with Altair.mp4	17.6 MB
07. Introducing Plotly.mp4	2.3 MB
08. Demo- Interactive Visualizations for Financial Data Using Plotly.mp4	11.8 MB
09. Demo- Geographical Plots Using Bubble Maps.mp4	7.0 MB
10. Summary and Further Study.mp4	1.9 MB
interpreting-data-descriptive-statistics-python~.zip	4.4 MB
01. Course Overview~.mp4	3.2 MB
01. Module Summary~.mp4	2.1 MB
02. Prerequisites and Course Outline.mp4	1.5 MB
03. Introducing Descriptive Statistics.mp4	5.4 MB
04. Measures of Central Tendency.mp4	10.4 MB
05. Measures of Dispersion.mp4	6.7 MB
06. Understanding Variance.mp4	3.7 MB
07. The Gaussian Distribution.mp4	5.1 MB
08. Sampling Distribution to Estimate Population Mean.mp4	10.1 MB
09. Confidence Intervals.mp4	9.2 MB
10. Skewness and Kurtosis.mp4	6.7 MB
11. Covariance and Correlation.mp4	6.2 MB
12. Module Summary~.mp4	1.8 MB
01. Module Overview.mp4	3.2 MB
02. Demo- Getting Started with Pandas.mp4	8.8 MB
03. Demo- Mean and Median.mp4	12.3 MB
04. Demo- Influence of Outliers on Mean and Median.mp4	8.7 MB
05. Demo- Quantiles and the Interquartile Range.mp4	10.5 MB
06. Demo- Variance and Standard Deviation.mp4	6.0 MB
07. Demo- Interpreting and Visualizing Summary Statistics.mp4	10.7 MB
08. Demo- Skewness and Kurtosis.mp4	9.0 MB
09. Demo- Covariance and Correlation.mp4	12.5 MB
10. Demo- Calculating and Visualizing Confidence Intervals.mp4	11.0 MB
11. Module Summary.mp4	2.2 MB
01. Module Overview.mp4	3.2 MB
02. Demo- Mean and Median.mp4	10.9 MB
03. Demo- Influence of Outliers and Mode.mp4	6.2 MB
04. Demo- Interquartile Range Variance and Standard Deviation.mp4	12.5 MB
05. Demo- Z-scores Using SciPy.mp4	12.3 MB
06. Demo- Skewness and Kurtosis for Stock Returns.mp4	9.8 MB
07. Demo- Descriptive Statistics and Regression Analysis on Bivariate and Multivariate Data.mp4	14.6 MB
08. Demo- Calculating and Interpreting Confidence Intervals.mp4	5.4 MB
09. Summary and Further Study.mp4	2.6 MB
interpreting-data-using-statistical-models-python~.zip	4.7 MB
01. Course Overview~.mp4	3.6 MB
01. Module Overview~.mp4	2.3 MB
02. Prerequisites and Course Outline.mp4	1.8 MB
03. Descriptive Statistics to Summarize Data.mp4	6.4 MB
04. Introducing Hypothesis Testing.mp4	7.7 MB
05. Lady Tasting Tea~.mp4	7.7 MB
06. The Power, Alpha and p-value of a Statistical Test.mp4	3.8 MB
07. Introducing the t-test~.mp4	6.2 MB
08. One Sample Location t-test and the Z-Test.mp4	4.7 MB
09. Other Types of t-tests~.mp4	9.8 MB
10. One-way ANOVA~.mp4	9.9 MB
11. Two-way ANOVA~.mp4	3.8 MB
12. Pearson's Chi2 Test~.mp4	6.8 MB
13. Module Summary~.mp4	2.2 MB
01. Module Overview~.mp4	2.0 MB
02. Demo- Preparing Data for Hypothesis Testing.mp4	16.1 MB
03. Demo- Performing the Independent t-test.mp4	12.8 MB
04. Demo- Performing Welch's t-test.mp4	13.2 MB
05. Demo- Performing the Paired Difference t-test.mp4	10.4 MB
06. Demo- One-way ANOVA and Tukey's Honest Significant Difference Test.mp4	10.6 MB
07. Demo- Two-way ANOVA~.mp4	17.9 MB
08. Demo- Chi2 Analysis~.mp4	15.0 MB
09. Module Summary~.mp4	2.1 MB
01. Module Overview.mp4	1.8 MB
02. Introducing Linear Regression.mp4	5.4 MB
03. Minimizing Mean Square Error.mp4	4.8 MB
04. Multiple Regression and Adjusted R-square.mp4	6.9 MB
05. Demo- Preparing Data for Simple Linear Regression.mp4	12.1 MB
06. Demo- Linear Regression Using Analytical and Machine Learning Techniques.mp4	10.3 MB
07. Demo- Visualizing Correlations in Data.mp4	7.2 MB
08. Demo- Selecting Relevant Features for Multiple Regression Using Correlations.mp4	11.4 MB
09. Demo- Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4	5.5 MB
10. Module Summary.mp4	1.9 MB
01. Module Overview.mp4	2.4 MB
02. The Intuition behind Logistic Regression.mp4	8.9 MB
03. Logistic Regression and Linear Regression.mp4	4.8 MB
04. Accuracy, Precision, and Recall.mp4	8.3 MB
05. Demo- Performing Classification Using Logistic Regression.mp4	12.8 MB
06. Demo- Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4	14.1 MB
07. Summary and Further Study.mp4	2.7 MB
Finding Relationships in Data with Python [AhLaN]~.jpg	887.2 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN]~.jpg	691.7 KB
Interpreting Data Using Statistical Models with Python [AhLaN]~.jpg	902.1 KB
Post~.txt	8.9 KB
advanced-python~.zip	7.8 MB
01. Course Overview~.mp4	5.2 MB
01. Advanced Python~.mp4	11.9 MB
02. Introducing Advanced Flow Control~.mp4	679.6 KB
03. Loop-else Clauses and While-else~.mp4	6.9 MB
04. While-else for Evaluating Stack Programs~.mp4	18.9 MB
05. For-else Clauses and Handling Search Failure~.mp4	6.8 MB
06. Alternatives to Loop-else Clauses~.mp4	3.9 MB
07. Try-else Clauses~.mp4	2.4 MB
08. Emulating Switch Statements~.mp4	18.5 MB
09. Dispatching on Type~.mp4	23.7 MB
10. Double Dispatch with Methods~.mp4	11.6 MB
11. Summary~.mp4	3.8 MB
01. Everything Is Bits and Bytes~.mp4	1.4 MB
02. Bitwise Operations on Integers~.mp4	11.2 MB
03. Byte-wise Operations with Integers~.mp4	4.3 MB
04. The Bytes Type in Depth~.mp4	7.4 MB
05. The bytearray Type~.mp4	4.2 MB
06. Interpreting Binary Structures~.mp4	35.3 MB
07. The memoryview Type~.mp4	23.5 MB
08. Memory-mapped Files~.mp4	15.2 MB
09. Summary~.mp4	2.7 MB
01. Introducing Object Internals~.mp4	904.3 KB
02. How are Python Objects Represented-~.mp4	10.1 MB
03. Overriding __getattr__~.mp4	4.3 MB
04. Overriding __setattr__~.mp4	1.5 MB
05. Pitfalls with __getattr__~.mp4	8.3 MB
06. Overriding __delattr__~.mp4	2.3 MB
07. Customizing Attribute Storage~.mp4	7.4 MB
08. Direct vs. Indirect Access to __dict__~.mp4	1.1 MB
09. Overriding __getattribute__~.mp4	9.9 MB
10. Attribute Lookup for Special Methods~.mp4	5.9 MB
11. Where are Methods Stored-~.mp4	3.6 MB
12. Trading Size for Dynamism with Slots~.mp4	9.1 MB
13. Summary~.mp4	2.1 MB
01. Introducing Descriptors~.mp4	9.9 MB
02. Properties are Descriptors~.mp4	13.3 MB
03. Implementing a Descriptor~.mp4	21.8 MB
04. Calling Descriptors on Classes~.mp4	4.2 MB
05. Data vs. Non-data Descriptors~.mp4	6.3 MB
06. Summary~.mp4	3.0 MB
01. Instance Creation~.mp4	10.2 MB
02. Allocation with __new__()~.mp4	7.4 MB
03. Customizing Allocation~.mp4	9.2 MB
04. Summary~.mp4	1.2 MB
01. Metaclasses~.mp4	4.4 MB
02. Class Allocation and Initialization~.mp4	24.2 MB
03. Metaclass Keyword Arguments~.mp4	10.1 MB
04. Metaclass Method Visibility~.mp4	5.9 MB
05. Metaclass __call__ - The Instance Constructor~.mp4	13.0 MB
06. A Practical Metaclass Example~.mp4	12.3 MB
07. Naming Descriptors Using Metaclasses~.mp4	12.8 MB
08. Metaclasses and Inheritance~.mp4	14.2 MB
09. Summary~.mp4	2.5 MB
01. Class Decorators~.mp4	6.1 MB
02. Enforcing Class Invariants~.mp4	13.9 MB
03. Detecting and Wrapping Properties~.mp4	11.1 MB
04. Chaining Class Decorators~.mp4	7.3 MB
05. Summary~.mp4	537.3 KB
01. Introducing Abstract Base Classes~.mp4	7.8 MB
02. Abstract Base Classes in Python~.mp4	7.5 MB
03. Abstract Base Classes in Practice~.mp4	8.6 MB
04. Non-transitive Subclass Relationships~.mp4	3.2 MB
05. Method Resolution with Virtual Base Classes~.mp4	3.4 MB
06. Library Support for Abstract Base Classes~.mp4	5.4 MB
07. Virtual Subclass Registration~.mp4	1.8 MB
08. Combining Subclass Detection and Registration~.mp4	5.7 MB
09. The ABC Convenience Base Class~.mp4	966.0 KB
10. Declaring Abstract Methods~.mp4	8.0 MB
11. Combining Method Decorators~.mp4	5.7 MB
12. Improving @invariant with ABCs~.mp4	17.9 MB
13. Summary~.mp4	12.2 MB
full-stack-web-development-python-web2py~.zip	7.0 MB
01. Introduction~.mp4	10.4 MB
02. Course Overview~.mp4	3.8 MB
01. Download and Start WEB2PY~.mp4	14.0 MB
02. Model-View-Controller~.mp4	8.2 MB
03. Build Our First Web Page~.mp4	13.9 MB
04. Request Object~.mp4	21.9 MB
05. Response Object~.mp4	5.3 MB
06. Business Rules and Libraries~.mp4	5.2 MB
07. Deploying Our App~.mp4	12.6 MB
01. Build a Blog App~.mp4	1.9 MB
02. Design the Application and Database.mp4	2.1 MB
03. Use Models and Validators to Define Data Elements.mp4	20.6 MB
04. Build the Post Page with WEB2PY SQLFORMs.mp4	15.2 MB
05. Update Records with SQLFORMS.mp4	11.7 MB
06. Build the View Page~.mp4	7.9 MB
07. Summary - Inserting and Updating Records.mp4	1.2 MB
01. Introduction to Database Administration~.mp4	2.1 MB
02. Importing CSV Files~.mp4	17.2 MB
03. Query Database Records~.mp4	15.5 MB
04. Insert, Update, and Delete Database Records~.mp4	19.5 MB
05. Export CSV Files and Render Data to HTML, JSON, or XML.mp4	18.3 MB
06. Summary~.mp4	924.9 KB
01. Introduction~.mp4	1.0 MB
02. Sample Filters and Sorts~.mp4	18.3 MB
03. Demo - Contacts App~.mp4	32.2 MB
01. Introduction~.mp4	3.5 MB
02. Account Registration~.mp4	12.4 MB
03. Access Control~.mp4	11.1 MB
04. Miscellaneous Topics~.mp4	1.8 MB
05. Summary~.mp4	1.7 MB
01. Relational Database Concepts~.mp4	7.4 MB
02. Execute SQL~.mp4	16.4 MB
03. Dictionaries~.mp4	13.7 MB
04. Reference Integrity~.mp4	11.1 MB
05. Summary~.mp4	3.0 MB
01. Introduction~.mp4	2.0 MB
02. Sessions~.mp4	15.9 MB
03. SQL Form Factories~.mp4	15.3 MB
04. Demo - Prime Numbers~.mp4	5.9 MB
05. Summary~.mp4	1.9 MB
01. Introduction~.mp4	3.2 MB
02. Demo - Farm Fresh App~.mp4	7.3 MB
03. Demo - Model Code~.mp4	8.0 MB
04. Demo - Controller Code~.mp4	18.7 MB
05. Demo - View Code~.mp4	10.8 MB
06. Demo - Menu Code~.mp4	6.9 MB
07. Summary~.mp4	2.0 MB
managing-python-packages-virtual-environments~.zip	3.5 MB
01. Course Overview~.mp4	2.4 MB
01. Introduction~.mp4	6.2 MB
02. Getting Started~.mp4	5.5 MB
03. Demo- Installing pip on Windows~.mp4	7.4 MB
04. Installing pip on Mac OS or Linux.mp4	1.7 MB
05. Demo- Linux Installation~.mp4	7.5 MB
06. Demo- Package Management with pip.mp4	8.4 MB
07. Demo- Getting Package Information with pip.mp4	8.4 MB
08. Review~.mp4	1.9 MB
09. Demo- Where Are Packages Installed-.mp4	7.9 MB
10. Demo- A Better Way to Call pip~.mp4	6.3 MB
01. About Virtual Environments.mp4	2.6 MB
02. Creating a Virtual Environment.mp4	8.8 MB
03. Working Inside a Virtual Environment.mp4	7.9 MB
04. Review~.mp4	3.1 MB
05. Managing Project Requirements.mp4	11.9 MB
06. Projects, Requirements, and Versions.mp4	4.9 MB
07. A Real-world Example.mp4	12.4 MB
08. Another Example- Testing with Tox.mp4	11.8 MB
01. Intro and Installation.mp4	10.5 MB
02. Working with virtualenvwrapper.mp4	10.3 MB
03. Review~.mp4	5.2 MB
01. Introducing pipenv and poetry~.mp4	10.4 MB
02. Pipenv~.mp4	12.6 MB
03. Poetry~.mp4	10.2 MB
04. Conclusion~.mp4	1.8 MB
python-best-practices-code-quality~.zip	4.7 MB
01. Course Overview~.mp4	3.1 MB
01. Introduction- What Is a PEP-.mp4	6.7 MB
02. Overview of PEP8~.mp4	3.0 MB
03. Demo- Applying PEP8 Rules to Your Code.mp4	21.8 MB
04. Review- PEP8~.mp4	2.3 MB
05. Demo- Commandline Tools- Pylint.mp4	22.4 MB
06. Demo- Commandline Tools- Pycodestyle and Black.mp4	7.5 MB
07. Module Summary~.mp4	729.4 KB
01. Introduction- Docstrings and Sphinx~.mp4	4.7 MB
02. Demo- Getting Started with Sphinx~.mp4	13.5 MB
03. Demo- Introducing reStructuredText~.mp4	8.2 MB
04. Review- Sphinx and reStructuredText~.mp4	3.8 MB
05. Demo- A Python Project with Docstrings~.mp4	11.6 MB
06. Demo- Using Apidoc to Generate Documentation from Python Code.mp4	17.9 MB
07. Review- Apidoc~.mp4	5.3 MB
01. Introduction- Static Typing and Type Hints.mp4	4.1 MB
02. Demo- Type Hints~.mp4	9.4 MB
03. Review- Type Hints~.mp4	6.9 MB
04. Demo- Adding Type Hints to Our Project~.mp4	26.5 MB
05. Demo- mypy~.mp4	3.7 MB
06. Summary~.mp4	777.1 KB
python-beyond-basics~.zip	24.7 MB
01. Prerequisites~.mp4	14.6 MB
01. Packages~.mp4	6.5 MB
02. Imports from sys.path~.mp4	15.1 MB
03. Implementing Packages~.mp4	8.3 MB
04. Subpackages~.mp4	3.3 MB
05. Example- A Full Program~.mp4	4.9 MB
06. Relative Imports~.mp4	5.3 MB
07. Controlling Imports with __all__~.mp4	5.5 MB
08. Namespace Packages~.mp4	7.9 MB
09. Executable Directories~.mp4	7.1 MB
10. Recommended Layout~.mp4	2.6 MB
11. Duck Tails- Modules Are Singletons~.mp4	4.6 MB
12. Summary~.mp4	8.1 MB
01. Function Review~.mp4	7.3 MB
02. Callable Instances~.mp4	11.1 MB
03. Classes Are Callable~.mp4	4.7 MB
04. Conditional Expressions~.mp4	2.3 MB
05. Lambdas~.mp4	15.1 MB
06. Detecting Callable Objects~.mp4	2.0 MB
07. Extended Formal Argument Syntax~.mp4	15.3 MB
08. Extended Call Syntax~.mp4	4.8 MB
09. Forwarding Arguments~.mp4	1.6 MB
10. Duck Tail- Transposing Tables~.mp4	7.7 MB
11. Summary~.mp4	7.7 MB
01. Local Functions~.mp4	9.7 MB
02. Returning Functions From Functions~.mp4	1.6 MB
03. Closures and Nested Scopes~.mp4	2.8 MB
04. Function Factories~.mp4	2.8 MB
05. The Nonlocal Keyword~.mp4	15.9 MB
06. Function Decorators~.mp4	3.7 MB
07. A First Decorator Example~.mp4	7.0 MB
08. What Can Be a Decorator-~.mp4	5.6 MB
09. Instances as Decorators~.mp4	6.2 MB
10. Multiple Decorators~.mp4	5.5 MB
11. Decorating Methods~.mp4	3.4 MB
12. functools.wraps()~.mp4	12.8 MB
13. Duck Tails- Validating Arguments~.mp4	9.1 MB
14. Summary~.mp4	5.4 MB
01. Class Attributes~.mp4	19.5 MB
02. Static Methods~.mp4	5.9 MB
03. Class Methods~.mp4	21.7 MB
04. Static Methods with Inheritance~.mp4	14.8 MB
05. Class Methods with Inheritance~.mp4	18.3 MB
06. Properties~.mp4	28.0 MB
07. Properties and Inheritance~.mp4	38.4 MB
08. Duck Tail- The Template Method Pattern~.mp4	13.8 MB
09. Summary~.mp4	4.6 MB
01. Two String Representations~.mp4	3.3 MB
02. repr()~.mp4	6.1 MB
03. str()~.mp4	2.4 MB
04. When Are the Representations Used-~.mp4	5.6 MB
05. Interaction with format()~.mp4	7.5 MB
06. reprlib~.mp4	5.6 MB
07. asciii(), ord(), and chr()~.mp4	3.5 MB
08. Duck Tail- Bigger Isn't Always Better~.mp4	7.0 MB
09. Summary~.mp4	7.6 MB
01. Reviewing int and float~.mp4	16.5 MB
02. The Decimal Module and the Decimal Type~.mp4	23.2 MB
03. Rational Numbers with the Fraction Type~.mp4	8.3 MB
04. The Complex Type and the cmath Module~.mp4	13.6 MB
05. Built-In Numeric Functions abs() and round()~.mp4	6.9 MB
06. Number Base Conversions~.mp4	4.4 MB
07. The datetime Module and date Type~.mp4	13.7 MB
08. The time Type~.mp4	4.9 MB
09. The datetime Type~.mp4	8.9 MB
10. Durations with the timedelta Type~.mp4	3.8 MB
11. Arithmetic with datetime~.mp4	2.1 MB
12. Time Zones~.mp4	8.9 MB
13. Duck Tail- Floating Point vs. Rational Numbers~.mp4	43.5 MB
14. Summary~.mp4	12.1 MB
01. Multi-Input Comprehensions~.mp4	8.7 MB
02. Nested Comprehensions~.mp4	3.8 MB
03. The map() Function~.mp4	7.2 MB
04. Multiple Input Sequences~.mp4	3.4 MB
05. map() Versus Comprehensions~.mp4	1.2 MB
06. The filter() Function~.mp4	3.8 MB
07. The functools.reduce() Function~.mp4	6.6 MB
08. Combining map() and reduce()~.mp4	4.6 MB
09. The Iteration Protocols~.mp4	4.9 MB
10. Putting the Protocols Together~.mp4	2.7 MB
11. Alternative Iterable Protocol~.mp4	2.3 MB
12. Extended iter() Format~.mp4	3.6 MB
13. Duck Tail- Iterator for Streamed Sensor Data~.mp4	5.3 MB
14. Summary~.mp4	6.9 MB
01. Inheritance Overview~.mp4	8.0 MB
02. A Realistic Example- SortedList~.mp4	5.4 MB
03. The Built-In isinstance() Function~.mp4	6.2 MB
04. The Built-In issubclass() Function~.mp4	1.9 MB
05. Multiple Inheritance~.mp4	7.5 MB
06. Details of Multiple Inheritance~.mp4	2.8 MB
07. Method Resolution Order~.mp4	9.9 MB
08. How Is Method Resolution Order Calculated-~.mp4	4.1 MB
09. The Built-In super() Function~.mp4	5.3 MB
10. Class-Bound Super Proxies~.mp4	6.0 MB
11. Instance-Bound Super Proxies~.mp4	4.5 MB
12. Calling super() Without Arguments~.mp4	2.0 MB
13. SortedIntList Explained~.mp4	4.4 MB
14. The Object Class~.mp4	5.3 MB
15. Duck Tail- Inheritance for Implementation Sharing~.mp4	5.0 MB
16. Summary~.mp4	14.2 MB
01. Collection Protocol Overview~.mp4	4.8 MB
02. Collection Construction~.mp4	14.4 MB
03. The Container Protocol~.mp4	9.3 MB
04. The Sized Protocol~.mp4	11.3 MB
05. The Iterable Protocol~.mp4	12.3 MB
06. The Sequence Protocol- Indexing~.mp4	12.4 MB
07. The Sequence Protocol- Slicing~.mp4	19.1 MB
08. Comprehensible Test Results With __repr__()~.mp4	8.2 MB
09. Implementing Equality and Inequality~.mp4	25.8 MB
10. The Sequence Protocol- Reversing~.mp4	7.5 MB
11. The Sequence Protocol- index()~.mp4	13.9 MB
12. The Sequence Protocol- count()~.mp4	4.6 MB
13. Improving Performance from O(N) to O(log n)~.mp4	28.0 MB
14. Refactoring to Avoid Don't Repeat Yourself (DRY)~.mp4	13.6 MB
15. Checking Protocol Implementations~.mp4	16.8 MB
16. The Sequence Protocol- Concatenation and Repetition~.mp4	31.9 MB
17. The Set Protocol~.mp4	30.2 MB
18. Duck Tail- Making a Mutable Set~.mp4	4.2 MB
19. Summary~.mp4	6.6 MB
01. Always Specify an Exception Type~.mp4	10.4 MB
02. The Standard Exception Hierarchy~.mp4	16.2 MB
03. Exception Payloads~.mp4	17.2 MB
04. Defining New Exceptions~.mp4	12.6 MB
05. Chaining Exceptions~.mp4	18.1 MB
06. Traceback Objects~.mp4	9.6 MB
07. Assertions- Internal Invariants~.mp4	10.0 MB
08. Assertions- Class Invariants~.mp4	7.2 MB
09. Assertions- Performance~.mp4	7.2 MB
10. Duck Tail- Preconditions and Postconditions~.mp4	27.6 MB
11. Summary~.mp4	5.6 MB
01. What Is a Context Manager-~.mp4	6.1 MB
02. The Context Manager Protocol~.mp4	4.4 MB
03. A First Context Manager Example~.mp4	8.5 MB
04. __enter__()~.mp4	2.0 MB
05. __exit__()~.mp4	3.9 MB
06. __exit__() and Exception Propagation~.mp4	5.3 MB
07. The with-statement Expansion~.mp4	2.2 MB
08. contextlib.contextmanager~.mp4	12.5 MB
09. Multiple Context Managers~.mp4	7.0 MB
10. Don't Pass a List!~.mp4	2.8 MB
11. Duck Tail- Context Managers for Transactions~.mp4	8.9 MB
12. Summary~.mp4	6.4 MB
01. Object Types in Depth~.mp4	7.1 MB
02. Introspecting Objects~.mp4	21.8 MB
03. Introspecting Scopes~.mp4	6.7 MB
04. The Python Standard Library Inspect Module~.mp4	20.6 MB
Download - Lynda,Udemy,Skillshare,Teamtreehouse,Frontend Masters,Pluralsight,Phlearn,Coursera,Egghead,MasterClass.txt	170 bytes
06. Summary~.mp4	4.7 MB
using-unit-testing-python~.zip	40.3 MB
01. Course Overview~.mp4	4.2 MB
01. What Is a Unit Test-~.mp4	3.9 MB
02. First Example Unit Test~.mp4	8.5 MB
03. Explanation of 'Test Case' and 'Test Runner'~.mp4	9.3 MB
04. Exception Checking with assertRaises & Explaination of 'Test Suite'~.mp4	5.0 MB
05. Skipping a Test Case & Explanation of 'Test Fixture'~.mp4	15.1 MB
06. Vocabulary Summary~.mp4	3.3 MB
07. Example of Poor Unit Test Design~.mp4	13.3 MB
08. Better Design with Arrange-Act-Assert~.mp4	12.7 MB
09. Detailed Design of Arrange-Act-Assert Test Parts~.mp4	15.1 MB
10. Module Summary~.mp4	1.0 MB
01. Introducing the Module Topics - Why and When~.mp4	2.1 MB
02. Unit Testing Helps You to Understand What to Build~.mp4	6.8 MB
03. Unit Testing Helps You to Document the Units~.mp4	5.4 MB
04. Unit Testing Helps You with Design~.mp4	12.1 MB
05. Unit Testing Helps You Detect Regression~.mp4	7.8 MB
06. Limitations of Unit Testing~.mp4	3.2 MB
07. Unit Testing Is Part of Your Job~.mp4	1.8 MB
08. Test-Last Process~.mp4	3.1 MB
09. Test-First Process~.mp4	5.3 MB
10. Test-Driven Development~.mp4	3.6 MB
11. Automated Build Servers and Continuous Integration~.mp4	6.3 MB
12. Module Summary~.mp4	910.7 KB
01. Introducing pytest - a Popular Alternative to unittest~.mp4	4.1 MB
02. First Test Case and Failure Analysis~.mp4	7.8 MB
03. Using PyCharm's Test Runner~.mp4	5.7 MB
04. Additional Kinds of Assertion, Including assertRaises~.mp4	9.6 MB
05. Introduction to Test Fixtures~.mp4	7.2 MB
06. Cleaning up Fixture Resources, Chaining Fixtures~.mp4	13.1 MB
07. Organzing Test Code for Larger Programs~.mp4	8.7 MB
08. Using Markers to Control Which Tests Are Run~.mp4	16.2 MB
09. Using an HTML Report Plugin & Module Summary~.mp4	3.3 MB
01. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4	5.8 MB
02. Introduction to Yatzy Example & a First doctest~.mp4	5.6 MB
03. Using a Test Runner to Execute Your Doctests~.mp4	6.7 MB
04. Interpreting Test Failures and Updating Your Docstring~.mp4	5.9 MB
05. Handling Output That Varies Using a Wildcard~.mp4	14.5 MB
06. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4	12.1 MB
07. Global Options and Directives~.mp4	9.5 MB
08. Regression Testing Your Tutorial Documentation~.mp4	12.5 MB
09. Module Summary~.mp4	1.1 MB
01. What Is a Test Double-~.mp4	3.1 MB
02. Example Using a Stub~.mp4	8.2 MB
03. Creating a Stub Using unittest.Mock~.mp4	5.7 MB
04. Example Using a Fake~.mp4	9.8 MB
05. Example Using a Dummy~.mp4	6.6 MB
06. Mocks and Spies Give You a Third Kind of Assertion~.mp4	3.2 MB
07. Example Using a Spy~.mp4	17.4 MB
08. Example Using a Mock~.mp4	15.5 MB
09. Overview of All the Types of Test Double~.mp4	2.4 MB
10. Using Monkeypatching to Insert a Test Double~.mp4	9.4 MB
11. Example Using Monkeypatching to Replace a Built-in Function~.mp4	6.7 MB
12. Module Summary~.mp4	854.0 KB
01. Module Introduction~.mp4	655.8 KB
02. Example Using Parameterized Tests with pytest~.mp4	9.5 MB
03. Example Using Parameterized Tests with unittest~.mp4	7.3 MB
04. Example Measuring Test Coverage~.mp4	8.6 MB
05. Example Measuring Branch Coverage~.mp4	7.6 MB
06. Example Adding Parameterized Tests to Existing Code with Coverage.mp4	17.6 MB
07. Tracking Coverage Trends~.mp4	2.2 MB
08. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4	3.3 MB
09. Module Summary~.mp4	725.3 KB
Pluralsight - Advanced Python [AhLaN]~.jpg	189.5 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]~.jpg	189.5 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]~.jpg	834.4 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN]~.jpg	979.8 KB
Pluralsight - Python – Beyond the Basics [AhLaN]~.jpg	80.5 KB
Pluralsight - Unit Testing with Python [AhLaN]~.jpg	869.2 KB
Post~.txt	19.2 KB
advanced-generators-and-coroutines~.zip	8.3 MB
01. Course Overview~.mp4	3.2 MB
01. Just Give up the Next Item- Iteration~.mp4	8.9 MB
02. A Different Approach- Generators as Iterators.mp4	7.6 MB
03. When Performance Matters- Laziness vs. Eagerness.mp4	10.3 MB
04. Demo- Your First Generator~.mp4	16.6 MB
05. Summary~.mp4	1.5 MB
01. Much More Than Just Iteration- Pipeline Enabled Generators.mp4	15.4 MB
02. Why You Don’t Have to Remember All This- Itertools!.mp4	13.9 MB
03. Demo- All You Need Are Pipelines~.mp4	17.8 MB
04. Summary~.mp4	861.4 KB
01. Generators Counterpart- Coroutines~.mp4	7.8 MB
02. Expanding on Coroutines- Priming and Yielding.mp4	14.8 MB
03. Getting the Final State out of Generators- Returning Values.mp4	8.3 MB
04. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4	14.2 MB
05. Demo- The First Coroutine~.mp4	8.7 MB
06. Summary~.mp4	2.0 MB
01. Delegate That Task! Yield from Explained.mp4	23.2 MB
02. Flow That Data with Coroutines~.mp4	8.9 MB
03. From Pipelines to Concurrency- How Coroutines Changed the World.mp4	19.7 MB
04. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4	19.5 MB
05. Summary~.mp4	3.1 MB
core-python-classes-object-orientation~.zip	28.2 MB
01. Course Overview~.mp4	4.1 MB
01. Overview~.mp4	7.0 MB
02. Class Attributes~.mp4	17.7 MB
03. Static Methods~.mp4	7.5 MB
04. Class Methods~.mp4	20.2 MB
05. Static Methods with Inheritance~.mp4	14.2 MB
06. Class Methods with Inheritance~.mp4	20.1 MB
07. Properties~.mp4	27.5 MB
08. Properties and Inheritance~.mp4	31.8 MB
09. Overriding Properties with Template Methods.mp4	13.6 MB
10. Summary~.mp4	2.5 MB
01. Overview~.mp4	10.4 MB
02. Customizing repr()~.mp4	20.1 MB
03. Customizing str()~.mp4	14.6 MB
04. Customizing format()~.mp4	28.6 MB
05. Summary~.mp4	8.8 MB
01. Review- Single Inheritance~.mp4	11.0 MB
02. Type Inspection~.mp4	7.6 MB
03. Multiple Inheritance~.mp4	8.4 MB
04. Method Resolution Order~.mp4	9.7 MB
05. super()~.mp4	19.2 MB
06. Resolving the Mystery~.mp4	7.1 MB
07. Summary~.mp4	7.2 MB
01. Overview~.mp4	6.9 MB
02. Can We Synthesize a Method-~.mp4	7.1 MB
03. Making a Class Decorator~.mp4	25.6 MB
04. Class Decorator Factories~.mp4	29.7 MB
05. Summary~.mp4	2.5 MB
01. Data Classes~.mp4	5.1 MB
02. Defining Data Classes~.mp4	6.2 MB
03. Hash and Hashability~.mp4	5.0 MB
04. Dataclass Invariants~.mp4	9.8 MB
05. Summary~.mp4	5.0 MB
core-python-functions-functional-programming~.zip	11.1 MB
01. Course Overview~.mp4	4.2 MB
01. Review of Functions~.mp4	7.5 MB
02. Callable Instances~.mp4	6.4 MB
03. Classes Are Callable~.mp4	4.7 MB
04. Lambdas~.mp4	8.8 MB
05. Summary~.mp4	1.6 MB
01. Extended Formal Argument Syntax~.mp4	6.1 MB
02. Keyword and Positional-only Arguments.mp4	8.2 MB
03. Extended Call Syntax~.mp4	4.7 MB
04. Summary~.mp4	1.0 MB
01. Local Functions~.mp4	9.7 MB
02. Closures and Nested Scopes~.mp4	4.1 MB
03. The Nonlocal Keyword~.mp4	8.2 MB
04. Summary~.mp4	1.3 MB
01. Function Decorators~.mp4	7.0 MB
02. What Can Be a Decorator-~.mp4	4.9 MB
03. Applying Multiple Decorators~.mp4	3.5 MB
04. Preserving Function Metadata~.mp4	4.8 MB
05. Parameterized Decorators~.mp4	6.0 MB
01. Map~.mp4	9.3 MB
02. Filter~.mp4	2.7 MB
03. Reduce~.mp4	3.9 MB
04. Combining the Tools~.mp4	4.4 MB
01. Multi-input Comprehensions~.mp4	6.0 MB
02. Nested Comprehensions~.mp4	4.3 MB
getting-started-python-core~.zip	40.7 MB
01. Course Overview~.mp4	3.7 MB
01. Overview~.mp4	1.8 MB
02. Installing Python~.mp4	7.6 MB
03. Interactive Python~.mp4	4.0 MB
04. Significant Whitespace~.mp4	4.7 MB
05. Python Culture~.mp4	3.6 MB
06. The Python Standard Library~.mp4	8.0 MB
07. Summary~.mp4	2.2 MB
01. Overview~.mp4	5.6 MB
02. Relational Operators~.mp4	1.7 MB
03. Control Flow~.mp4	2.2 MB
04. While-loops~.mp4	4.8 MB
05. Summary~.mp4	1.8 MB
01. Overview~.mp4	1.2 MB
02. String~.mp4	2.4 MB
03. String Literals~.mp4	8.2 MB
04. Bytes~.mp4	2.7 MB
05. List~.mp4	1.9 MB
06. Dict~.mp4	1.7 MB
07. For-loop~.mp4	1.4 MB
08. Putting it all Together~.mp4	7.0 MB
09. Summary~.mp4	3.8 MB
01. Overview~.mp4	1.8 MB
02. Modules~.mp4	2.8 MB
03. Functions~.mp4	5.7 MB
04. __name__~.mp4	4.4 MB
05. The Python Execution Model~.mp4	2.5 MB
06. Command Line Arguments~.mp4	5.2 MB
07. Moment of Zen~.mp4	850.1 KB
08. Docstrings~.mp4	2.5 MB
09. Comments~.mp4	984.8 KB
10. Shebang~.mp4	2.1 MB
11. Summary~.mp4	3.6 MB
01. Overview~.mp4	7.9 MB
02. Passing Arguments and Returning Values~.mp4	4.6 MB
03. Function Arguments~.mp4	6.4 MB
04. Python's Type System~.mp4	1.4 MB
05. Scopes~.mp4	5.3 MB
06. Moment of Zen~.mp4	774.5 KB
07. Everything is an Object~.mp4	1.9 MB
08. Summary~.mp4	4.0 MB
01. Overview~.mp4	959.8 KB
02. Tuples~.mp4	5.2 MB
03. Strings~.mp4	10.9 MB
04. Ranges~.mp4	3.0 MB
05. Lists~.mp4	11.9 MB
06. Dictionaries~.mp4	9.0 MB
07. Sets~.mp4	7.9 MB
08. Protocols~.mp4	2.9 MB
09. Summary~.mp4	4.1 MB
01. Overview~.mp4	3.5 MB
02. Exceptions and Control Flow~.mp4	1.9 MB
03. Handling Exceptions~.mp4	3.4 MB
04. Exceptions and Programmer Errors~.mp4	3.2 MB
05. Re-raising Exceptions~.mp4	2.3 MB
06. Exceptions Are Part of the API~.mp4	5.8 MB
07. Exceptions and Protocols~.mp4	2.5 MB
08. Avoid Explicit Type Checks~.mp4	1.4 MB
09. It's Easier to Ask Forgiveness Than Permission~.mp4	4.0 MB
10. Cleanup Actions~.mp4	2.8 MB
11. Platform-Specific Code~.mp4	4.4 MB
12. Summary~.mp4	3.3 MB
01. Overview~.mp4	2.1 MB
02. List and Set Comprehensions~.mp4	3.6 MB
03. DIctionary Comprehensions~.mp4	2.9 MB
04. Filtering Comprehensions~.mp4	1.4 MB
05. Moment of Zen~.mp4	1.1 MB
06. Iteration Protocols~.mp4	3.7 MB
07. Generator Functions~.mp4	4.6 MB
08. Maintaining State in Generators~.mp4	3.9 MB
09. Laziness and the Infinite~.mp4	2.0 MB
10. Generator Expressions~.mp4	3.3 MB
11. Iteration Tools~.mp4	5.8 MB
12. Summary~.mp4	2.6 MB
01. Overview~.mp4	1.8 MB
02. Classes~.mp4	1.6 MB
03. Defining Classes~.mp4	2.4 MB
04. Instance Methods~.mp4	1.6 MB
05. Instance Initializers~.mp4	9.7 MB
06. A Second Class~.mp4	5.2 MB
07. Collaborating Classes~.mp4	3.4 MB
08. Moment of Zen~.mp4	834.6 KB
09. Booking Seats~.mp4	13.7 MB
10. Methods for Implementation Details~.mp4	7.3 MB
11. Object-Oriented Design with Function Objects~.mp4	6.8 MB
12. Polymorphism and Duck Typing~.mp4	7.8 MB
13. Inheritance and Implementation Sharing~.mp4	7.4 MB
14. Summary~.mp4	5.5 MB
01. Overview~.mp4	1.9 MB
02. Opening Files~.mp4	4.1 MB
03. Writing Text~.mp4	5.5 MB
04. Reading Text~.mp4	3.6 MB
05. Appending Text~.mp4	1.1 MB
06. Iterating over Files~.mp4	1.8 MB
07. Closing Files with Finally~.mp4	5.9 MB
08. With-blocks~.mp4	1.9 MB
09. Moment of Zen~.mp4	880.0 KB
10. Binary Files~.mp4	13.2 MB
11. Bitwise Operators~.mp4	1.3 MB
12. Pixel Data~.mp4	2.5 MB
13. Reading Binary Data~.mp4	3.1 MB
14. File-like Objects~.mp4	4.4 MB
15. Context Managers~.mp4	2.7 MB
16. Summary~.mp4	3.6 MB
core-python-hashing-more-collections~.zip	5.3 MB
01. Course Overview~.mp4	3.3 MB
01. Introduction~.mp4	3.8 MB
02. Sequence Types~.mp4	2.7 MB
03. Demo- Sequence Types~.mp4	20.1 MB
04. Mapping Types~.mp4	2.0 MB
05. Demo- Mapping Types~.mp4	8.7 MB
06. Set and Summary~.mp4	2.6 MB
01. Introduction~.mp4	6.3 MB
02. Demo- Hashing~.mp4	17.4 MB
03. Collisions and Equality~.mp4	11.2 MB
04. Demo- Hashing and Equality~.mp4	9.4 MB
05. Demo- Hash Immutability~.mp4	4.6 MB
06. More on Immutability~.mp4	1.8 MB
07. Dataclass and Summary~.mp4	4.6 MB
01. Introduction~.mp4	2.5 MB
02. Demo- defaultdict~.mp4	17.7 MB
03. Counter + Demo~.mp4	39.2 MB
04. OrderedDict + Demo~.mp4	12.6 MB
05. Summary~.mp4	541.2 KB
01. Introduction~.mp4	10.1 MB
02. Demo- namedtuple~.mp4	13.4 MB
03. deque~.mp4	6.2 MB
04. Demo- deque~.mp4	8.3 MB
05. Summary~.mp4	756.3 KB
core-python-implementing-iterators-iterables-collections~.zip	14.2 MB
01. Course Overview~.mp4	3.7 MB
01. Iterators and Iterables~.mp4	11.1 MB
02. Motivating Iterators- Tree Traversals.mp4	5.1 MB
03. Breath-first, Level-order Iterator.mp4	12.5 MB
04. Depth-first, Pre-order Iterator~.mp4	10.4 MB
05. Depth-first, In-order Iterator~.mp4	10.1 MB
06. Filtering Iterators~.mp4	11.6 MB
07. Transforming Iterators~.mp4	7.6 MB
08. Iterables~.mp4	10.1 MB
09. The Alternative Iterable Protocol.mp4	7.9 MB
10. The Extended iter() Form~.mp4	7.0 MB
11. Summary~.mp4	2.2 MB
01. Collection Protocols~.mp4	9.7 MB
01. The Construction Convention.mp4	13.9 MB
01. The Container Protocol~.mp4	15.7 MB
01. The Sized Protocol~.mp4	14.5 MB
01. The Iterable Protocol~.mp4	17.3 MB
01. The Sequence Protocol~.mp4	2.0 MB
02. Indexing~.mp4	7.9 MB
03. Slicing~.mp4	12.0 MB
04. String Representation~.mp4	9.3 MB
05. Value Equality~.mp4	12.7 MB
06. Value Inequality~.mp4	4.2 MB
07. The Hashable Protocol~.mp4	14.7 MB
08. Reversing a Sequence~.mp4	5.1 MB
09. The index() Method~.mp4	7.9 MB
10. The count() Method~.mp4	6.0 MB
11. The Extended Sequence Protocol~.mp4	21.7 MB
01. Refactoring for Performance.mp4	6.9 MB
02. Checking Performance~.mp4	29.4 MB
01. The Collection Abstract Base Classes.mp4	15.1 MB
01. The Set Protocol~.mp4	20.0 MB
02. Going Further- Mutability~.mp4	3.3 MB
03. Summary~.mp4	2.9 MB
core-python-introspection~.zip	4.0 MB
01. Course Overview~.mp4	3.1 MB
01. Introspecting Types~.mp4	5.3 MB
01. Introspecting Objects~.mp4	5.8 MB
02. Example- Mixed Numerals~.mp4	2.6 MB
03. Summary~.mp4	1.6 MB
01. Introspecting Scopes~.mp4	6.5 MB
01. The Inspect Module~.mp4	13.7 MB
01. An Object Introspection Tool~.mp4	26.4 MB
02. Summary~.mp4	2.3 MB
core-python-numeric-types-dates-times~.zip	8.6 MB
01. Course Overview~.mp4	3.1 MB
01. Review of int and float~.mp4	7.7 MB
01. Construction~.mp4	3.8 MB
02. Fractional Values, Precision, and Special Values~.mp4	3.8 MB
03. Combining with Other Types~.mp4	6.2 MB
04. Summary~.mp4	1.6 MB
01. Construction~.mp4	2.7 MB
02. Arithmetic and Operations~.mp4	3.7 MB
01. Construction~.mp4	3.6 MB
02. Operations~.mp4	1.7 MB
03. A Practical Example~.mp4	2.3 MB
01. Built-in Functions for Numbers~.mp4	3.8 MB
02. Base Conversions~.mp4	3.2 MB
01. The Datetime Module~.mp4	3.1 MB
02. Dates~.mp4	4.8 MB
03. Times~.mp4	1.7 MB
04. Combined Dates and Times~.mp4	5.0 MB
05. Durations~.mp4	2.2 MB
06. Timezones~.mp4	3.1 MB
07. Summary~.mp4	1.7 MB
01. Example Problem- Collinearity~.mp4	7.1 MB
02. Implementing with float and Fraction~.mp4	5.0 MB
03. Visualizing the Results~.mp4	4.8 MB
core-python-organizing-larger-programs~.zip	4.0 MB
01. Course Overview~.mp4	3.4 MB
01. Prerequisites~.mp4	4.8 MB
02. Introduction to Packages~.mp4	2.6 MB
03. Locating Modules~.mp4	5.0 MB
04. Summary~.mp4	942.2 KB
01. Creating Packages~.mp4	7.0 MB
02. Creating a Subpackage~.mp4	9.5 MB
03. Relative Imports~.mp4	7.9 MB
04. Using __all__~.mp4	5.5 MB
01. Namespace Packages~.mp4	4.7 MB
02. Executable Directories~.mp4	3.9 MB
03. Executable Zip Files~.mp4	1008.9 KB
04. Executable Packages~.mp4	5.2 MB
01. Python Project Structure~.mp4	6.1 MB
02. A Concrete Example- demo_reader~.mp4	1.8 MB
03. Implementing Plugins with Namespace Packages~.mp4	6.6 MB
04. Implementing Plugins with setuptools~.mp4	5.8 MB
01. Source Distributions~.mp4	3.4 MB
02. Built Distributions~.mp4	3.3 MB
03. Uploading Packages to a Package Server~.mp4	6.1 MB
04. Summary~.mp4	1.4 MB
core-python-robust-resource-error-handling~.zip	13.6 MB
01. Course Overview~.mp4	3.5 MB
01. Review~.mp4	6.7 MB
01. Exception Hierarchies~.mp4	12.3 MB
01. Exception Payloads~.mp4	9.4 MB
01. User-defined Exceptions~.mp4	7.7 MB
01. Implicit Chaining~.mp4	6.2 MB
02. Explicit Chaining~.mp4	5.9 MB
01. Tracebacks~.mp4	6.5 MB
01. Assertions and Invariants~.mp4	8.5 MB
02. Class Invariants~.mp4	4.0 MB
03. Assertions and Performance~.mp4	3.4 MB
04. Postconditions- A Practical Example~.mp4	17.0 MB
01. Introduction~.mp4	5.1 MB
02. The Context Manager Protocol~.mp4	10.1 MB
03. Implementing a Context Manager~.mp4	8.4 MB
04. Expansion of the With-statement~.mp4	3.0 MB
01. The Context Manager Decorator~.mp4	10.7 MB
01. Multiple Context Managers~.mp4	10.4 MB
01. Modeling Database Transactions.mp4	9.9 MB
core-python-numeric-tower-conversion-operators~.zip	431.0 KB
01. Course Overview~.mp4	2.5 MB
01. Introduction~.mp4	3.2 MB
02. Built-in Types Jup~.mp4	7.7 MB
03. Decimals Jup~.mp4	7.2 MB
04. Fractions Jup~.mp4	9.6 MB
05. Integers~.mp4	2.9 MB
06. Integers Jup~.mp4	13.7 MB
07. Fractions~.mp4	6.9 MB
08. Cups Example Jup~.mp4	33.5 MB
09. Floats~.mp4	12.6 MB
10. Interest Jup~.mp4	39.4 MB
01. Example~.mp4	2.0 MB
02. Vector Jup~.mp4	19.5 MB
python-big-picture~.zip	2.5 MB
01. Course Overview~.mp4	2.9 MB
01. Introduction~.mp4	1.2 MB
02. Getting the Most from This Course~.mp4	1.6 MB
03. What Is Python-~.mp4	5.4 MB
04. Why Should Developers Care-~.mp4	8.0 MB
05. What Makes Python Different-~.mp4	3.4 MB
06. Summary~.mp4	574.1 KB
01. Introduction~.mp4	1.1 MB
02. Linux Scripting and Administration~.mp4	29.4 MB
03. Web Development~.mp4	10.7 MB
04. Application Scripting~.mp4	16.2 MB
05. Data Science~.mp4	6.1 MB
06. Summary~.mp4	1.1 MB
01. Introduction~.mp4	1.3 MB
02. The Basics~.mp4	7.2 MB
03. Learning and Documentation~.mp4	6.9 MB
04. Working with the Code of Others~.mp4	6.6 MB
01. Introduction~.mp4	1.3 MB
02. Python 2 vs. Python 3~.mp4	3.6 MB
03. Executing Python Code~.mp4	32.6 MB
04. Summary~.mp4	2.2 MB
Pluralsight - Advanced Generators and Coroutines [AhLaN]~.jpg	855.7 KB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN]~.jpg	774.5 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN]~.jpg	807.3 KB
Pluralsight - Core Python- Getting Started [AhLaN]~.jpg	782.7 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN]~.jpg	774.2 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]~.jpg	726.2 KB
Pluralsight - Core Python- Introspection [AhLaN]~.jpg	915.3 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]~.jpg	706.0 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN]~.jpg	1.1 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]~.jpg	824.3 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]~.jpg	936.5 KB
Pluralsight - Python- The Big Picture [AhLaN]~.jpg	189.5 KB
building-first-python-analytics-solution~.zip	2.6 MB
01. Course Overview~.mp4	4.0 MB
01. Module Overview~.mp4	2.1 MB
02. Prerequisites and Course Outline~.mp4	1.8 MB
03. Python for Data Analytics~.mp4	8.6 MB
04. Python Development Environments~.mp4	7.0 MB
05. Python Packages~.mp4	6.4 MB
06. Demo- Windows - Installing Python and Using Pip to Install Packages.mp4	8.3 MB
07. Demo- MacOS - Using Brew to Install Python 3.mp4	9.3 MB
08. Demo- MacOS - Using Pip to Install Packages.mp4	7.7 MB
09. Demo- Installing and Working with Virtual Environments.mp4	7.3 MB
10. Demo- Editing a Python Script Using Nano and Vim.mp4	5.4 MB
11. Demo- Editing a Python Script Using SublimeText.mp4	6.7 MB
12. Demo- Using Online Editors to Write Python Code.mp4	7.0 MB
13. Module Summary~.mp4	2.3 MB
01. Module Overview~.mp4	2.1 MB
02. Introducing Jupyter Notebooks~.mp4	5.1 MB
03. Demo- Windows Installing Anaconda and Running Jupyter Notebooks.mp4	6.7 MB
04. Demo- Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4	13.2 MB
05. Demo- Installing the Python 2 Kernel along with Python 3.mp4	8.5 MB
06. Demo- Executing Code in Jupyter~.mp4	6.6 MB
07. Demo- Restarting and Switching Kernels~.mp4	9.6 MB
08. Demo- Exploring Magic Commands~.mp4	9.8 MB
09. Demo- Line Magic and Cell Magic Commands.mp4	8.1 MB
10. Demo- Exploring Interactive Widgets~.mp4	8.8 MB
11. Demo- Wrangling and Visualizing Data~.mp4	10.4 MB
12. Module Summary~.mp4	2.2 MB
01. Module Overview~.mp4	2.7 MB
02. Exploring Popular IDEs for Python~.mp4	3.7 MB
03. Demo- Installing and Setting up IDLE~.mp4	11.2 MB
04. Demo- Running and Debugging Code with IDLE.mp4	15.7 MB
05. Demo- Installing Eclipse and Setting up the PyDev Plugin.mp4	13.3 MB
06. Demo- Running and Debugging Code with Eclipse.mp4	18.4 MB
07. Demo- Installing and Setting up PyCharm.mp4	11.4 MB
08. Demo- Running and Debugging Code with PyCharm.mp4	18.4 MB
09. Demo- Working with Spyder~.mp4	18.3 MB
10. Module Summary~.mp4	2.0 MB
01. Module Overview~.mp4	2.4 MB
02. Jupyter on the Cloud~.mp4	5.6 MB
03. Demo- Getting Started with Azure Notebooks.mp4	9.3 MB
04. Demo- Analyzing and Visualizing Data on Azure Notebooks.mp4	17.9 MB
05. Demo- Setting up and Connecting to Cloud Datalab on the GCP.mp4	14.5 MB
06. Demo- Building a Simple Regression Model on Datalab.mp4	11.8 MB
07. Demo- Setting up a SageMaker Notebook Instance on AWS.mp4	11.0 MB
08. Demo- Executing Code to Integrate with S3 Buckets.mp4	12.0 MB
09. Summary and Further Study~.mp4	2.5 MB
cleaning-data-python-data-playbook~.zip	4.8 MB
01. Course Overview~.mp4	4.2 MB
01. Introduction~.mp4	3.5 MB
02. Viewing and Converting Types~.mp4	9.9 MB
03. Aggregating Data~.mp4	8.8 MB
04. Normalizing Data~.mp4	8.1 MB
05. Transforming Data~.mp4	8.3 MB
06. Filtering Data~.mp4	7.0 MB
07. Review~.mp4	2.0 MB
01. Introduction~.mp4	2.7 MB
02. Dropping Columns~.mp4	11.1 MB
03. Changing Column Casing~.mp4	5.9 MB
04. Renaming Columns~.mp4	10.3 MB
05. Review~.mp4	2.2 MB
01. Introduction~.mp4	1.6 MB
02. Direct Filtering with Square Brackets~.mp4	9.3 MB
03. Data Indexing with .loc~.mp4	8.6 MB
04. Using .iloc to Access Specific Rows or Columns~.mp4	9.9 MB
05. Filtering Data with str.contains~.mp4	12.6 MB
06. Review~.mp4	2.5 MB
01. Introduction~.mp4	2.3 MB
02. Stripping White Space~.mp4	6.1 MB
03. Replacing Bad Data with NaN~.mp4	13.0 MB
04. Filling Missing Data with a Value~.mp4	5.4 MB
05. Dropping Rows of Data~.mp4	9.3 MB
06. Identifying and Dropping Duplicate Data~.mp4	15.1 MB
07. Review~.mp4	3.0 MB
create-share-analytics-jupyter-notebooks~.zip	11.1 MB
01. Course Overview~.mp4	4.6 MB
01. Module Overview~.mp4	2.2 MB
02. Prerequisites and Course Outline.mp4	2.0 MB
03. Introducing Jupyter Notebooks~.mp4	8.9 MB
04. Demo- Windows - Installing Anaconda and Jupyter Notebooks.mp4	11.9 MB
05. Demo- Windows - Installing Jupyter Notebooks Using Pip.mp4	10.8 MB
06. Demo- MacOS - Installing Anaconda and Jupyter Notebooks.mp4	14.8 MB
07. Demo- MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Installer.mp4	13.6 MB
08. Demo- Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4	9.7 MB
09. Demo- MacOS - Installing Jupyter Lab Using Pip.mp4	12.8 MB
10. Module Summary~.mp4	2.0 MB
01. Module Overview~.mp4	2.1 MB
02. Demo- Exploring the Notebook Interface~.mp4	12.2 MB
03. Demo- Restarting the Kernel~.mp4	8.9 MB
04. Demo- Customizing Shortcuts~.mp4	9.5 MB
05. Demo- Notebook Limits and Shutting down Kernels.mp4	9.3 MB
06. Demo- Using Python 2 and Python 3 Kernels.mp4	10.3 MB
07. Demo- Using R and Python 3 Kernels~.mp4	5.4 MB
08. Demo- Exploring Line and Cell Magic Commands.mp4	15.6 MB
09. Module Summary~.mp4	2.2 MB
01. Module Overview~.mp4	2.1 MB
02. Demo- Analyzing and Visualizing Data.mp4	14.8 MB
03. Demo- Exploring Interactive Widgets.mp4	14.8 MB
04. Demo- Adding Interactivity to Custom Functions.mp4	14.2 MB
05. Demo- Save, Checkpoint, and Export Notebooks.mp4	4.1 MB
06. Demo- Share Notebooks on Github.mp4	14.9 MB
07. Module Summary~.mp4	2.3 MB
01. Module Overview~.mp4	3.2 MB
02. Running Hosted Jupyter Notebooks on the Cloud.mp4	5.9 MB
03. Demo- Creating and Working with Notebook Instances on Amazon SageMaker.mp4	13.4 MB
04. Demo- Uploading Notebooks to SageMaker and Using the Terminal Window.mp4	8.6 MB
05. Demo- Exploring and Working with Azure Notebooks.mp4	9.9 MB
06. Demo- Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4	10.9 MB
07. Demo- Uploading Files and Running Code on GCP.mp4	7.8 MB
08. Summary and Further Study~.mp4	2.4 MB
data-wrangling-python~.zip	3.3 MB
01. Course Overview~.mp4	3.1 MB
01. Course and Module Introduction~.mp4	2.7 MB
02. Software and Course Prerequisites~.mp4	2.0 MB
03. Concatenating Datasets~.mp4	11.5 MB
04. Merging Datasets~.mp4	7.0 MB
05. Merge Keys~.mp4	4.9 MB
06. The How Parameter~.mp4	5.2 MB
07. Demo- Disambiguating Merged Columns and Updating Dataframes.mp4	3.3 MB
08. Summary~.mp4	2.3 MB
01. Module Introduction~.mp4	1.2 MB
02. The GroupBy Function~.mp4	3.3 MB
03. Demo- Why and How to Use the GroupBy Function~.mp4	8.6 MB
04. Filter and Transform with GroupBy~.mp4	5.5 MB
05. Demo- Grouping Multi-index Data~.mp4	4.4 MB
01. Module Introduction~.mp4	1.7 MB
02. Normalizing Data - What and Why~.mp4	3.1 MB
03. Simple Feature Scaling~.mp4	3.5 MB
04. Min-max Scaling~.mp4	3.4 MB
05. Z-score Normalization~.mp4	3.6 MB
06. Points to Consider for Data Normalization and Summary~.mp4	3.6 MB
01. Module Introduction~.mp4	1.4 MB
02. Introduction to Data Reshaping~.mp4	3.7 MB
03. Reshape Long Data to Wide Data with the Pivot Function~.mp4	6.1 MB
04. Reshape Wide Data to Long Using the Melt Function~.mp4	3.6 MB
05. Reshape Data Using the Stack and Unstack Functions~.mp4	4.1 MB
06. Reshaping and Aggregation with Pivot Table~.mp4	3.5 MB
07. Summary~.mp4	1020.9 KB
01. Module Introduction~.mp4	1.6 MB
02. One-hot Encoding~.mp4	3.7 MB
03. Demo- Convert Categorical Values Using One-hot Encoding~.mp4	6.1 MB
04. Create Dummy Variables with Pandas~.mp4	4.9 MB
05. Create Frequency Table with the Crosstab Function~.mp4	7.9 MB
06. Summary and Feedback~.mp4	1.8 MB
python-importing-data-playbook~.zip	18.3 MB
01. Course Overview~.mp4	4.4 MB
01. Importing Text Data into Python Using NumPy.mp4	15.3 MB
02. Importing Flat Files and Numeric Data Using NumPy.mp4	17.0 MB
01. Importing CSV Data into Python Using csv and pandas.mp4	1.5 MB
02. Importing CSV Files Using the Python csv Module.mp4	17.4 MB
03. Importing Text and CSV Files Using pandas.mp4	36.2 MB
01. Importing Data into Python from JSON and XML Files.mp4	2.6 MB
02. Importing Data into Python from JSON Using the JSON Library.mp4	39.4 MB
03. Importing Data into Python from XML Using the ElementTree XML API.mp4	17.7 MB
01. Importing Data into Python from Excel Files.mp4	1.8 MB
02. Importing Excel Files Using pandas~.mp4	22.4 MB
01. Importing Data into Python from Common Binary Data File Formats.mp4	1.1 MB
02. Reading SAS Files with pandas.mp4	6.6 MB
03. Reading Stata Files with pandas.mp4	5.2 MB
04. Reading HDF5 Files~.mp4	6.5 MB
05. Reading Matlab Files~.mp4	3.1 MB
06. Reading Pickle Files~.mp4	7.1 MB
01. Importing Data into Python from Relational Databases.mp4	1.8 MB
02. Importing sqlite Database Files~.mp4	8.6 MB
03. Taking Advantage of pandas DataFrames When Querying sqlite.mp4	3.4 MB
04. Working with Databases Using SQLAlchemy.mp4	8.1 MB
05. Importing Data from Relational Databases with pandas (MySQL).mp4	8.5 MB
06. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4	3.8 MB
07. Importing Relational Data~.mp4	4.7 MB
leveraging-online-resources-python-analytics~.zip	3.3 MB
01. Course Overview~.mp4	3.7 MB
01. Module Overview~.mp4	1.8 MB
02. Prerequisites and Course Outline~.mp4	1.7 MB
03. Python for Data Analysts~.mp4	9.4 MB
04. Python Resources for Analysts~.mp4	6.8 MB
05. Demo- Exploring Online Resources~.mp4	24.2 MB
06. Workflows in Data Analytics~.mp4	7.5 MB
07. Demo- Cleaning Data~.mp4	11.1 MB
08. Demo- Summary Statistics and Basic Analysis.mp4	4.9 MB
09. Demo- Visualizing Relationships in Data.mp4	9.6 MB
10. Demo- Sharing Visualizations Online Using Plotly.mp4	12.6 MB
11. Demo- Prototyping a Classifier~.mp4	5.6 MB
12. Demo- Writing a Python Script for a Classification Model.mp4	15.2 MB
13. Module Summary~.mp4	1.8 MB
01. Module Overview.mp4	2.0 MB
02. Introducing Big ML.mp4	3.9 MB
03. Demo- Getting Started with Big ML.mp4	3.4 MB
04. Demo- Configuring Data Sources and Creating Datasets.mp4	21.4 MB
05. Demo- Data Preparation and Visualization.mp4	15.2 MB
06. Demo- Splitting into Training and Test Subsets.mp4	4.9 MB
07. Demo- Building Models.mp4	12.3 MB
08. Demo- Evaluating Models.mp4	4.5 MB
09. Demo- Batch and Individual Predictions.mp4	14.1 MB
10. Demo- Clustering.mp4	11.8 MB
11. Demo- Anomaly Detection.mp4	8.0 MB
12. Module Summary.mp4	2.0 MB
01. Module Overview~.mp4	2.0 MB
02. Introducing Google Colab.mp4	2.8 MB
03. Demo- Introducing the Google Colab Interface.mp4	8.6 MB
04. Demo- Colab Notebooks—Similar yet Different.mp4	4.5 MB
05. Demo- Interactive Forms.mp4	9.6 MB
06. Demo- Accessing Google Drive Contents from Colab.mp4	5.0 MB
07. Demo- Widgets~.mp4	10.6 MB
08. Demo- Building a Regression Model.mp4	11.7 MB
09. Demo- Integrating with Github.mp4	5.9 MB
10. Summary and Further Study.mp4	2.4 MB
python-programming-using-ide~.zip	9.0 MB
01. Course Overview~.mp4	4.3 MB
01. Programming Python Using an IDE! But Why- And Which One-.mp4	18.7 MB
02. Code Editors vs. Integrated Development Environments.mp4	3.4 MB
03. Overview of Available Code Editors for Python.mp4	28.9 MB
04. Configuring Python Features for Specific Code Editors.mp4	29.7 MB
05. Takeaway~.mp4	2.7 MB
01. Improving Your Productivity Programming in Python with an IDE.mp4	21.4 MB
02. Customizing IDEs~.mp4	22.8 MB
03. Features That Improve Productivity Coding with an IDE.mp4	19.7 MB
04. Organizing, Navigating, Refactoring, and Styling Code.mp4	31.6 MB
05. Running and Debugging Python Code with an IDE.mp4	26.3 MB
06. Integrating with Version Control Using an IDE.mp4	25.8 MB
07. Working with Databases in Python Using an IDE.mp4	7.9 MB
08. Unit Testing with an IDE~.mp4	7.6 MB
09. Takeaway~.mp4	3.8 MB
01. Leveraging a Python IDE for Data Science~.mp4	4.2 MB
02. Leveraging Data Science and Scientific Tools in PyCharm.mp4	5.4 MB
03. Working with an IDE Built for Scientific Python- Spyder.mp4	4.9 MB
04. Using Jupyter Notebook for Data Science~.mp4	8.1 MB
05. Using Apache Zeppelin for Data Science~.mp4	4.8 MB
06. Cloudera Data Science Workbench for Data Science at Scale.mp4	10.3 MB
07. Takeaway~.mp4	1.7 MB
01. Final Takeaway~.mp4	3.0 MB
pygal-python-data-playbook~.zip	5.5 MB
01. Course Overview~.mp4	4.2 MB
01. Overview~.mp4	2.2 MB
02. Introducing Pygal~.mp4	5.1 MB
03. Vector and Raster Images~.mp4	7.8 MB
04. The SVG Format~.mp4	4.5 MB
05. Install Pygal~.mp4	8.3 MB
06. Interacting with Pygal Charts~.mp4	11.3 MB
07. Plot Data from a CSV File~.mp4	12.0 MB
08. Stacked Bar Charts~.mp4	7.6 MB
01. Overview~.mp4	2.1 MB
02. Construct a Basic Pie Chart~.mp4	11.8 MB
03. Donut and Half Pie Charts~.mp4	8.9 MB
04. Chart, Serie, and Value Configurations~.mp4	11.2 MB
05. Defining Styles and Configs~.mp4	10.7 MB
06. Introducing Line and Datetimeline Charts~.mp4	10.2 MB
07. Plotting Real Data with Line and Dateline Charts~.mp4	9.4 MB
08. Introducing XY Plots~.mp4	6.8 MB
09. Exploring Real Data with XY Plots~.mp4	12.8 MB
10. Summary~.mp4	1020.5 KB
01. Overview~.mp4	923.3 KB
02. Plotting Histograms~.mp4	7.1 MB
03. Pyramid Charts~.mp4	8.4 MB
04. Visualizing Distributions with Box Plots~.mp4	11.4 MB
05. Constructing a Map Visualization~.mp4	12.8 MB
06. Generating Radar Plots~.mp4	13.1 MB
07. Constructing a Funnel Visualization~.mp4	7.9 MB
08. Creating Gauge Plots~.mp4	10.2 MB
09. Solid Gauge Plots~.mp4	7.0 MB
10. Constructing a Dot Plot~.mp4	12.8 MB
11. Representing Negative Values in a Dot Plot~.mp4	4.3 MB
12. Building a Treemap Visualization~.mp4	11.2 MB
13. Summary~.mp4	730.0 KB
01. Overview~.mp4	1.2 MB
02. Rendering Charts to Image Files~.mp4	15.5 MB
03. Rendering Charts to Specialized Formats~.mp4	15.8 MB
04. PyQuery and Pygal~.mp4	12.8 MB
05. Building Sparklines~.mp4	5.4 MB
06. Building a Flask App to Render Pygal Charts~.mp4	10.6 MB
07. Testing the Flask App~.mp4	3.3 MB
08. Summary~.mp4	2.2 MB
python-data-analysts~.zip	2.4 MB
01. Course Overview~.mp4	3.3 MB
01. Module Overview~.mp4	1.8 MB
02. Prerequisites and Course Outline~.mp4	1.7 MB
03. Python for Data Analysts~.mp4	4.5 MB
04. Essential Analytical Building Blocks~.mp4	7.4 MB
05. Demo- Installing Anaconda Python on MacOS~.mp4	9.1 MB
06. Demo- Installing Anaconda Python on Windows~.mp4	8.9 MB
07. Demo- Simple Expressions~.mp4	11.0 MB
08. Demo- Logical Operations~.mp4	8.5 MB
09. Demo- Variables~.mp4	9.9 MB
10. Demo- Basic Types and Type Conversions~.mp4	7.5 MB
11. Demo- Simple Strings and Multi-line Strings~.mp4	6.5 MB
12. Module Summary~.mp4	1.8 MB
01. Module Overview~.mp4	2.0 MB
02. Demo- Introducing Built-in Functions~.mp4	11.5 MB
03. Demo- String Functions, Return Values, and Nested Function Invocations.mp4	10.9 MB
04. Demo- Introducing Lists~.mp4	8.9 MB
05. Demo- List Slicing Operations and List Functions.mp4	7.8 MB
06. Demo- Concatenating and Copying Lists~.mp4	4.4 MB
07. Demo- Introducing Tuples~.mp4	7.4 MB
08. Demo- Introducing Dictionaries~.mp4	10.2 MB
09. Module Summary~.mp4	2.0 MB
01. Module Overview~.mp4	2.1 MB
02. Transactional and Analytical Processing~.mp4	8.0 MB
03. Demo- If Statements for Conditional Branching.mp4	7.9 MB
04. Demo- If Else Statements~.mp4	12.0 MB
05. Demo- Using if with Lists and Dictionary Elements.mp4	5.3 MB
06. Demo- If-elif for Multiple Conditional Checks.mp4	6.3 MB
07. Demo- Iterating over List Elements Using a For Loop.mp4	8.1 MB
08. Demo- Using For Loops with the Range Function.mp4	5.2 MB
09. Demo- Iterating over Dictionary Elements Using a For Loop.mp4	3.9 MB
10. Demo- Conditional Looping Using While Loops.mp4	14.1 MB
11. Demo- Break~.mp4	7.6 MB
12. Demo- Continue and Pass~.mp4	7.3 MB
13. Module Summary~.mp4	1.9 MB
01. Module Overview~.mp4	2.2 MB
02. Demo- Defining and Invoking Custom Functions~.mp4	12.8 MB
03. Demo- Passing Input Arguments to Functions~.mp4	5.5 MB
04. Demo- Returning Values from Functions~.mp4	9.8 MB
05. Demo- Reassignment of Variables within Functions.mp4	13.1 MB
06. Demo- Modification of Complex Types within Functions.mp4	6.8 MB
07. Demo- Invoking Functions with Keyword Arguments.mp4	10.6 MB
08. Demo- Assigning Default Values for Input Arguments.mp4	5.5 MB
09. Demo- First Class Functions~.mp4	12.1 MB
10. Module Summary~.mp4	2.0 MB
01. Module Overview~.mp4	1.9 MB
02. Demo- Working with the Math Module~.mp4	5.2 MB
03. Demo- Introducing NumPy~.mp4	7.9 MB
04. Demo- Introducing Pandas~.mp4	4.5 MB
05. Demo- Working with the Command Line Processes and Environment Variables.mp4	16.3 MB
06. Demo- Reading the Contents of a File~.mp4	8.8 MB
07. Demo- Overwriting and Appending Content to a File~.mp4	10.0 MB
08. Demo- Working with CSV and JSON Files~.mp4	8.4 MB
09. Module Summary~.mp4	2.5 MB
python-sqlalchemy-playbook-understanding-databases~.zip	8.8 MB
01. Course Overview~.mp4	3.5 MB
01. Up and Running with SQLAlchemy.mp4	3.8 MB
02. Installing and Importing SQLAlchemy.mp4	5.8 MB
03. Loading Data Using SQLAlchemy.mp4	6.6 MB
04. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4	4.2 MB
05. Visualizing and Graphing Data with Matplotlib.mp4	5.4 MB
06. Takeaway~.mp4	1.4 MB
01. Querying with SQLAlchemy~.mp4	1.6 MB
02. Picking a Database~.mp4	5.4 MB
03. Connecting to Databases- Connectors and the Connection String.mp4	5.9 MB
04. Querying with SQL~.mp4	2.2 MB
05. Object-relational Mapper (ORM) and Classical Mapping.mp4	5.6 MB
06. The Declarative API~.mp4	10.9 MB
07. More Querying and Database Functions.mp4	12.0 MB
08. Using Joins~.mp4	2.1 MB
09. Working with Hierarchical Tables~.mp4	3.4 MB
10. Takeaway~.mp4	1.9 MB
01. Creating Databases with SQLAlchemy~.mp4	1.5 MB
02. Creating Databases~.mp4	3.2 MB
03. Creating Tables~.mp4	4.9 MB
04. Primary Keys, Constraints, and Data Defaults.mp4	9.4 MB
05. Inserting Data- Single and Multiple Rows.mp4	6.1 MB
06. Loading a CSV into a Table~.mp4	2.8 MB
07. Takeaway~.mp4	1.3 MB
01. Manipulating Databases with SQLAlchemy.mp4	1.2 MB
02. Updating Data in a Database~.mp4	6.6 MB
03. Correlated Updates~.mp4	1.7 MB
04. Deleting Data from a Database~.mp4	3.4 MB
05. Deleting Tables~.mp4	2.0 MB
06. Takeaway~.mp4	1.4 MB
01. Final Takeaway~.mp4	2.9 MB
web-scraping-python-data-playbook~.zip	1.9 MB
01. Course Overview~.mp4	3.9 MB
01. General Strategies for Scraping Web Pages~.mp4	3.4 MB
02. Reviewing Our Target Auto-MPG Web Page~.mp4	11.6 MB
03. The Complicated Difference between Dynamic and Static Web Pages.mp4	6.0 MB
01. A Primer on HTML and CSS~.mp4	4.8 MB
02. Understanding the HTML, CSS and Structure of Our Target Page.mp4	12.7 MB
03. Coming up with a Strategy for a More Complicated Web Page.mp4	8.1 MB
04. Using BeautifulSoup4 to Navigate Our Scraped Data~.mp4	15.6 MB
05. Extracting Information from a Scraped Division~.mp4	9.2 MB
06. Using Selectors as an Alternative to the Find Method~.mp4	6.1 MB
07. Advice and Strategy for Scraping~.mp4	2.0 MB
08. Building the Scraper Module Using PyCharm~.mp4	14.7 MB
09. Dealing with Missing Data during the Scrape~.mp4	9.3 MB
10. Refactoring Our Code and Caching Our Scraped Data~.mp4	9.8 MB
11. Adding a Test to Verify Our Regular Expression Processing.mp4	14.0 MB
01. Exporting Scraped Data to a CSV File~.mp4	7.8 MB
02. Getting a Data Overview with Pandas~.mp4	6.4 MB
03. Exploratory Data Analysis Strategy~.mp4	8.3 MB
04. Reviewing Our Hypothesis~.mp4	6.4 MB
05. Investigating Relationships between MPG and Weight~.mp4	7.4 MB
06. Understanding How Cylinders and Displacement Are Related~.mp4	3.7 MB
07. Looking at MPG over the Years~.mp4	3.7 MB
08. Understanding Brands and Territories with Text Processing~.mp4	4.0 MB
09. Telling a Data Story to Explain Our Discoveries~.mp4	6.2 MB
Building Your First Python Analytics Solution [AhLaN]~.jpg	1.2 MB
Cleaning Data- Python Data Playbook [AhLaN]~.jpg	1.1 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN]~.jpg	834.8 KB
Data Wrangling with Python [AhLaN]~.jpg	1.1 MB
Importing Data- Python Data Playbook [AhLaN]~.jpg	834.4 KB
Leveraging Online Resources for Python Analytics [AhLaN]~.jpg	469.7 KB
Programming Python Using an IDE [AhLaN]~.jpg	799.0 KB
Pygal- Python Data Playbook [AhLaN]~.jpg	820.6 KB
Python for Data Analysts [AhLaN]~.jpg	924.4 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]~.jpg	1.1 MB
Web Scraping- Python Data Playbook [AhLaN]~.jpg	1.1 MB
advanced-web-scraping-tactics-python-playbook~.zip	879.9 KB
01. Course Overview~.mp4	5.9 MB
01. Course Introduction.mp4	2.9 MB
02. Software and Course Prerequisites.mp4	6.5 MB
03. What Is Advanced Web Scraping-.mp4	3.7 MB
04. Handling Form Submissions - GET Forms.mp4	7.4 MB
05. Handling Form Submissions - POST Forms.mp4	14.5 MB
01. Module Overview~.mp4	1.2 MB
02. Scraping Sites with Logins.mp4	5.6 MB
03. Demo- Scraping a Site with a Login.mp4	13.7 MB
04. Submitting Button Input Values.mp4	1.7 MB
05. Demo- Creating an Account on a Website with Python and Selenium.mp4	21.6 MB
01. Module Overview~.mp4	1.0 MB
02. When Will You Need to Upload Files during Scraping-.mp4	2.6 MB
03. Demo- Reverse Image Search and Information Scraping Using Selenium and Beautiful Soup.mp4	8.5 MB
04. Course Summary and Feedback~.mp4	2.8 MB
crawling-web-python-scrapy~.zip	2.1 MB
01. Course Overview~.mp4	8.8 MB
01. Introduction, Overview, and Prerequisites.mp4	2.8 MB
02. Concepts~.mp4	4.0 MB
03. Legal or Illegal~.mp4	3.6 MB
04. Legal Consequences~.mp4	4.8 MB
05. General Advice~.mp4	4.5 MB
06. Why Scrapy~.mp4	5.5 MB
07. Demo- Extracting Data without Scrapy.mp4	21.4 MB
08. Summary~.mp4	1.7 MB
01. Introduction and Overview.mp4	1.4 MB
02. Introduction to Scrapy.mp4	4.4 MB
03. Scrapy Architecture.mp4	3.3 MB
04. Beautiful Soup~.mp4	3.6 MB
05. Demo- Creating and Scaffolding a New Scrapy Project.mp4	10.9 MB
06. Summary~.mp4	1.7 MB
01. Introduction and Overview.mp4	1.5 MB
02. Spiders Overview~.mp4	2.1 MB
03. Types of Scrapy Spiders~.mp4	2.6 MB
04. scrapy.Spider~.mp4	2.5 MB
05. CrawlSpider~.mp4	3.5 MB
06. XMLFeedSpider~.mp4	2.4 MB
07. CSVFeedSpider~.mp4	2.1 MB
08. SitemapSpider~.mp4	2.8 MB
09. Demo- Implementing a scrapy.Spider.mp4	34.0 MB
10. Demo- Implementing a CrawlSpider.mp4	24.4 MB
11. Summary~.mp4	1.1 MB
01. Introduction and Overview~.mp4	1.3 MB
02. Allow and Deny Rules~.mp4	941.2 KB
03. Processors~.mp4	5.0 MB
04. Item Loaders~.mp4	2.0 MB
05. Item Pipelines~.mp4	3.1 MB
06. Demo- Implementing a Scraping Pipeline~.mp4	27.9 MB
07. Summary~.mp4	1.1 MB
01. Introduction and Overview~.mp4	1.1 MB
02. Feed Exporter~.mp4	2.1 MB
03. Demo- Using an Exporter to Save Data~.mp4	15.0 MB
04. Summary~.mp4	2.1 MB
exploring-web-scraping-python~.zip	31.2 MB
01. Exploring Web Scraping with Python~.mp4	3.7 MB
01. How Web Scraping Is Useful~.mp4	6.1 MB
02. Web Scraping Examples~.mp4	2.5 MB
03. Scraping for a Car~.mp4	6.2 MB
01. Human Browsing Versus Web Scraping~.mp4	3.4 MB
02. HTTP Overview~.mp4	4.2 MB
03. URL Hacking~.mp4	9.6 MB
01. HTML & CSS Selectors~.mp4	11.4 MB
02. XPath~.mp4	4.3 MB
03. Chrome Developer Tools~.mp4	38.5 MB
01. Is Web Scraping Legal- Is it Ethical-~.mp4	13.2 MB
02. Web Scraping Legal Risks~.mp4	8.9 MB
03. hiQ Labs Legal Case~.mp4	4.5 MB
01. Python Scraping Environment~.mp4	6.9 MB
02. Download a Page to Scrape~.mp4	9.2 MB
03. Extract Data to Pandas~.mp4	18.1 MB
01. Scrapy Framework~.mp4	7.9 MB
02. Scrapy Shell~.mp4	3.8 MB
03. Truecar Spider~.mp4	14.5 MB
01. JavaScript Scraping Problem~.mp4	11.6 MB
02. Requests-HTML~.mp4	6.6 MB
03. Selenium~.mp4	8.2 MB
01. Web Scraping Wrap Up~.mp4	8.1 MB
extracting-data-html-beautifulsoup~.zip	2.0 MB
01. Course Overview~.mp4	3.1 MB
01. Module Overview~.mp4	1.7 MB
02. Prerequisites and Course Outline~.mp4	1.8 MB
03. Introducing Web Scraping~.mp4	3.3 MB
04. Regular Expressions and Beautiful Soup~.mp4	10.8 MB
05. Making GET Requests Using Httplib2, Urllib and Requests.mp4	19.1 MB
06. Introducing Regular Expressions~.mp4	8.3 MB
07. Performing Simple Pattern Matches Using Regular Expressions.mp4	8.5 MB
08. Parsing Web Pages Using Regular Expressions.mp4	15.5 MB
09. Introducing Beautiful Soup~.mp4	19.2 MB
10. Module Summary~.mp4	1.6 MB
01. Module Overview~.mp4	1.7 MB
02. Parsing Web Pages with Beautiful Soup~.mp4	15.5 MB
03. Tags, Attributes, NavigableStrings, Comments~.mp4	8.2 MB
04. Navigating Using Tags and Contents~.mp4	9.6 MB
05. Navigating Children, Descendants, and Parents~.mp4	16.0 MB
06. Navigating Sideways Using Next and Previous Sibling.mp4	7.0 MB
07. Navigating Sideways Using Next Element and Previous Element.mp4	5.7 MB
08. Filter by Tags and Attributes Using Regular Expressions and Custom Functions.mp4	15.2 MB
09. Extracting Absolute and Relative Links from HTML~.mp4	15.1 MB
10. Module Summary~.mp4	1.7 MB
01. Module Overview~.mp4	2.0 MB
02. XML and XPath~.mp4	5.6 MB
03. Performing Advanced Search on the Parse Tree.mp4	13.3 MB
04. Searching Using Variations of Find and Find All.mp4	8.8 MB
05. CSS Selectors Using Soup Sieve~.mp4	16.5 MB
06. Using XPath to Navigate an XML Tree.mp4	10.8 MB
07. Module Summary~.mp4	2.1 MB
01. Module Overview~.mp4	1.7 MB
02. Modifying the HTML Parse Tree~.mp4	11.2 MB
03. Exploring Beautiful Soup Functions to Modify the Parse Tree.mp4	10.7 MB
04. Miscellaneous Operations Using Beautiful Soup.mp4	10.9 MB
05. Working with Different Parsers.mp4	6.5 MB
06. Using the Soup Strainer to Parse Parts of a Document.mp4	5.4 MB
07. Encodings in Beautiful Soup~.mp4	4.6 MB
08. Summary and Further Study~.mp4	2.3 MB
scraping-dynamic-web-pages-python-selenium~.zip	17.3 MB
01. Course Overview~.mp4	4.0 MB
01. Module Introduction~.mp4	3.9 MB
02. Overview of Scraping Dynamic Webpages~.mp4	2.6 MB
03. What Is Selenium and Where Is It Used-.mp4	4.4 MB
04. Selenium WebDriver~.mp4	5.6 MB
05. Demo- Installing Libraries~.mp4	7.2 MB
06. Demo- Opening a Webpage with WebDriver.mp4	6.8 MB
07. Summary~.mp4	1.1 MB
01. Module Introduction~.mp4	1.4 MB
02. Introduction to Elements.mp4	1.5 MB
03. Methods to Locate Elements.mp4	8.5 MB
04. Demo- Locating Elements in a Webpage - Part 1.mp4	7.5 MB
05. Demo- Locating Elements in a Webpage - Part 2.mp4	12.9 MB
06. Demo- Navigating a Webpage with Selenium.mp4	13.2 MB
07. Summary~.mp4	912.9 KB
01. Module Introduction~.mp4	1.0 MB
02. Introduction to Beautiful Soup.mp4	3.6 MB
03. Transitioning from Selenium to Beautiful Soup.mp4	1.5 MB
04. Demo- Combining Tools to Scrape a Dynamic Webpage - Introduction.mp4	5.9 MB
05. Demo- Combining Tools to Scrape a Dynamic Webpage - Practical Implementation.mp4	16.5 MB
06. Summary~.mp4	849.7 KB
01. Module Introduction~.mp4	960.6 KB
02. Challenges in Web Scraping.mp4	6.2 MB
03. Tips to Increase Efficiency & Best Practices.mp4	6.7 MB
04. Summary~.mp4	1.7 MB
scraping-first-web-page-python~.zip	2.6 MB
01. Course Overview~.mp4	4.0 MB
01. Module Overview~.mp4	1.7 MB
02. Prerequisites and Course Outline~.mp4	1.8 MB
03. HTTP Requests and Responses~.mp4	9.1 MB
04. Web Scraping~.mp4	3.4 MB
05. HTTP Client Libraries~.mp4	5.8 MB
06. Making GET Requests Using httplib2~.mp4	16.4 MB
07. Making OPTIONS, POST, PUT Requests with httplib2.mp4	7.8 MB
08. Handling Redirects with httplib2~.mp4	7.2 MB
09. Making HTTP Requests and Parsing URLs Using urllib.mp4	14.6 MB
10. GET and POST Requests Using the Requests Library.mp4	11.4 MB
11. Handling Redirects with the Requests Library~.mp4	6.7 MB
12. Module Summary~.mp4	1.8 MB
01. Module Overview~.mp4	1.9 MB
02. The HTML Parse Tree~.mp4	4.8 MB
03. Beautiful Soup for HTML Parsing~.mp4	2.7 MB
04. Introducing Beautiful Soup~.mp4	11.6 MB
05. Extracting Specific Page Elements~.mp4	16.5 MB
06. Filtering Elements Using Find and Find All.mp4	13.9 MB
07. Searching and Filtering Using Custom Functions.mp4	5.5 MB
08. Extracting Links from a Page~.mp4	20.2 MB
09. Using a Soup Strainer to Parse a Subset of a Document.mp4	9.0 MB
10. Module Summary~.mp4	1.8 MB
01. Module Overview~.mp4	1.6 MB
02. Parsing Web Content~.mp4	3.8 MB
03. Introducing Scrapy~.mp4	6.6 MB
04. Getting Started with Scrapy~.mp4	16.5 MB
05. Introducing the Scrapy Shell~.mp4	10.5 MB
06. Selecting Elements Using CSS Selectors.mp4	27.8 MB
07. Advanced Selections Using CSS Selectors.mp4	17.1 MB
08. Selecting Elements Using XPath Selectors.mp4	26.8 MB
09. Module Summary~.mp4	1.6 MB
01. Module Overview~.mp4	1.6 MB
02. How Scrapy Works~.mp4	5.4 MB
03. Creating Your First Custom Spider~.mp4	19.3 MB
04. Writing Scraped Contents to a File~.mp4	6.4 MB
05. Exploring Items Using the Scrapy Shell~.mp4	7.2 MB
06. Using Items to Store Extracted Content~.mp4	12.8 MB
07. Using Item Loaders and Input and Output Processors for Scraped Data.mp4	20.3 MB
08. Using Pipelines to Transform Scraped Data.mp4	13.7 MB
09. Module Summary~.mp4	2.1 MB
Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]~.jpg	992.5 KB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]~.jpg	917.6 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN]~.jpg	1.0 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]~.jpg	728.2 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]~.jpg	754.6 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN]~.jpg	991.2 KB
Building Your First Python Analytics Solution [AhLaN].jpg	1.2 MB
Cleaning Data- Python Data Playbook [AhLaN].jpg	1.1 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN].jpg	834.8 KB
Data Wrangling with Python [AhLaN].jpg	1.1 MB
Finding Relationships in Data with Python [AhLaN].jpg	887.2 KB
Importing Data- Python Data Playbook [AhLaN].jpg	834.4 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN].jpg	691.7 KB
Interpreting Data Using Statistical Models with Python [AhLaN].jpg	902.1 KB
Leveraging Online Resources for Python Analytics [AhLaN].jpg	469.7 KB
Pluralsight - Advanced Generators and Coroutines [AhLaN].jpg	855.7 KB
Pluralsight - Advanced Python [AhLaN].jpg	189.5 KB
Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN].jpg	992.5 KB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN].jpg	774.5 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN].jpg	807.3 KB
Pluralsight - Core Python- Getting Started [AhLaN].jpg	782.7 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN].jpg	774.2 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN].jpg	726.2 KB
Pluralsight - Core Python- Introspection [AhLaN].jpg	915.3 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN].jpg	706.0 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN].jpg	1.1 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN].jpg	824.3 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN].jpg	936.5 KB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN].jpg	917.6 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN].jpg	1.0 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN].jpg	728.2 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN].jpg	189.5 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN].jpg	834.4 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN].jpg	979.8 KB
Pluralsight - Python – Beyond the Basics [AhLaN].jpg	80.5 KB
Pluralsight - Python- The Big Picture [AhLaN].jpg	189.5 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN].jpg	754.6 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN].jpg	991.2 KB
Pluralsight - Unit Testing with Python [AhLaN].jpg	869.2 KB
Programming Python Using an IDE [AhLaN].jpg	799.0 KB
Pygal- Python Data Playbook [AhLaN].jpg	820.6 KB
Python for Data Analysts [AhLaN].jpg	924.4 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN].jpg	1.1 MB
Web Scraping- Python Data Playbook [AhLaN].jpg	1.1 MB

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