Udemy Learn Data Mining and Machine Learning with Python
Torrent Info
| Category | Other |
| Added | Monday 23rd October 2023 05:30:43 PM (3 years ago) |
| Size | 3.2 GB |
| Peers | 1 Peers (1 Seeders and 0 leechers) update |
| Downloaded | 2 times |
| Uploader | freecoursewb Thank You (0) Report Torrent 00/0 |
| Comments | None |
| Uploader Comments | None |
| Tags | English |
| Seeders | 1 |
| Leechers | 0 |
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| Filename | Size |
|---|---|
| Get Bonus Downloads Here.url | 182 bytes |
| ~Get Your Files Here !/01 - Introduction/001 Introduction to Course.mp4 | 25.4 MB |
| ~Get Your Files Here !/01 - Introduction/001 Introduction to Course_en.vtt | 2.3 KB |
| ~Get Your Files Here !/01 - Introduction/002 Course Contents.mp4 | 9.0 MB |
| ~Get Your Files Here !/01 - Introduction/002 Course Contents_en.vtt | 1.5 KB |
| ~Get Your Files Here !/01 - Introduction/003 Control a pace of a video.mp4 | 3.8 MB |
| ~Get Your Files Here !/01 - Introduction/003 Control a pace of a video_en.vtt | 712 bytes |
| ~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining.mp4 | 9.3 MB |
| ~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining_en.vtt | 2.0 KB |
| ~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining.mp4 | 15.9 MB |
| ~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining_en.vtt | 4.4 KB |
| ~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid.mp4 | 12.6 MB |
| ~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid_en.vtt | 2.0 KB |
| ~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning.mp4 | 10.6 MB |
| ~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning_en.vtt | 2.0 KB |
| ~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work.mp4 | 18.7 MB |
| ~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work_en.vtt | 3.8 KB |
| ~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types.mp4 | 16.6 MB |
| ~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types_en.vtt | 3.7 KB |
| ~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview.mp4 | 12.9 MB |
| ~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview_en.vtt | 2.0 KB |
| ~Get Your Files Here !/01 - Introduction/011 Course Rating.html | 493 bytes |
| ~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package.mp4 | 29.7 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package_en.vtt | 3.5 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter.mp4 | 29.7 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter_en.vtt | 4.7 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/003 1-Create-Lists-Tuples-and-Dictionaries.ipynb | 3.6 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists).mp4 | 35.6 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists)_en.vtt | 5.9 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries).mp4 | 21.5 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries)_en.vtt | 3.2 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/005 2-Loops-in-Python.ipynb | 2.4 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions).mp4 | 38.6 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions)_en.vtt | 7.2 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/006 3-Import-Libraries.ipynb | 4.1 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library.mp4 | 66.1 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library_en.vtt | 8.8 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/006 Sales-data.csv | 84.0 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries.mp4 | 25.3 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries_en.vtt | 3.7 KB |
| ~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library.mp4 | 5.7 MB |
| ~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library_en.vtt | 818 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms.mp4 | 6.3 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms_en.vtt | 1.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables.mp4 | 9.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables_en.vtt | 2.4 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis.mp4 | 21.3 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis_en.vtt | 4.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope.mp4 | 29.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope_en.vtt | 6.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value.mp4 | 2.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value_en.vtt | 636 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value.mp4 | 28.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value_en.vtt | 7.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value.mp4 | 17.4 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value_en.vtt | 3.7 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression.mp4 | 3.7 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression_en.vtt | 870 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/009 Concepts used in Machine Learning (Important).html | 228 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset.mp4 | 5.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset_en.vtt | 797 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Study-Hours.csv | 287 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1.mp4 | 38.5 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1_en.vtt | 6.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Simple-Linear-Regression.ipynb | 3.4 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2.mp4 | 34.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2_en.vtt | 5.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3.mp4 | 26.0 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3_en.vtt | 3.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4.mp4 | 27.4 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4_en.vtt | 4.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5.mp4 | 56.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5_en.vtt | 8.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression.mp4 | 14.2 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression_en.vtt | 2.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables.mp4 | 36.4 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables_en.vtt | 5.0 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/018 Dummy Variables Trap.html | 612 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach.mp4 | 28.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach_en.vtt | 6.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression.mp4 | 31.3 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression_en.vtt | 8.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Companies-spends-and-profits.csv | 3.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data.mp4 | 7.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data_en.vtt | 1.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1.mp4 | 33.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1_en.vtt | 4.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Multiple-Linear-Regression.ipynb | 3.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2.mp4 | 51.0 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2_en.vtt | 5.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3.mp4 | 92.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3_en.vtt | 9.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4.mp4 | 61.7 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4_en.vtt | 9.4 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression.mp4 | 10.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression_en.vtt | 2.4 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data.mp4 | 7.2 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data_en.vtt | 1.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Reward-system.csv | 213 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1.mp4 | 48.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1_en.vtt | 7.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Polynomial-Regression-Model.ipynb | 4.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2.mp4 | 57.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2_en.vtt | 8.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3.mp4 | 23.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3_en.vtt | 3.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/031 Course Rating.html | 493 bytes |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification.mp4 | 19.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification_en.vtt | 4.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression.mp4 | 29.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression_en.vtt | 7.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix.mp4 | 15.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix_en.vtt | 4.0 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler.mp4 | 12.2 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler_en.vtt | 3.0 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Bank-Data.csv | 17.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data.mp4 | 10.3 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data_en.vtt | 1.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1.mp4 | 63.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1_en.vtt | 8.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Logistic-Regression-Model.ipynb | 3.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2.mp4 | 44.7 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2_en.vtt | 5.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm.mp4 | 17.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm_en.vtt | 3.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Bank-Data.csv | 17.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python.mp4 | 51.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python_en.vtt | 6.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/040 KNN-Model.ipynb | 3.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm.mp4 | 18.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm_en.vtt | 3.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python.mp4 | 45.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python_en.vtt | 6.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Support-Vector-Machine.ipynb | 2.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1.mp4 | 19.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1_en.vtt | 4.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2.mp4 | 27.9 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2_en.vtt | 6.1 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python.mp4 | 21.6 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python_en.vtt | 2.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Naive-Bayes-Model.ipynb | 2.5 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm.mp4 | 34.5 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm_en.vtt | 6.9 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Bank-Data.csv | 17.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python.mp4 | 18.8 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python_en.vtt | 2.2 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Decision-Tree-Model.ipynb | 2.6 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm.mp4 | 6.1 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm_en.vtt | 1.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python.mp4 | 36.0 MB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python_en.vtt | 4.3 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Random-Forest-Model.ipynb | 3.8 KB |
| ~Get Your Files Here !/03 - Supervised Learning Algorithms/050 Course Rating.html | 493 bytes |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms.mp4 | 8.5 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms_en.vtt | 1.6 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm.mp4 | 8.9 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm_en.vtt | 2.8 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method.mp4 | 20.8 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method_en.vtt | 4.6 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Movies.csv | 1.7 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data.mp4 | 4.2 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data_en.vtt | 716 bytes |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1.mp4 | 60.7 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1_en.vtt | 8.3 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 HC-Clustering.ipynb | 2.8 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2.mp4 | 56.1 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2_en.vtt | 7.9 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm.mp4 | 16.2 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm_en.vtt | 3.6 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters.mp4 | 48.8 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters_en.vtt | 9.8 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1.mp4 | 55.0 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1_en.vtt | 6.9 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 K-means-clustering-model.ipynb | 2.8 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2.mp4 | 21.0 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2_en.vtt | 3.0 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis).mp4 | 52.2 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis)_en.vtt | 10.0 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 GroceryStoreDataSet.csv | 1.8 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data.mp4 | 4.1 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data_en.vtt | 729 bytes |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1.mp4 | 41.2 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1_en.vtt | 6.0 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 apriori-model.ipynb | 11.6 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2.mp4 | 37.7 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2_en.vtt | 4.7 KB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3.mp4 | 34.7 MB |
| ~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3_en.vtt | 3.1 KB |
| ~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning.mp4 | 36.1 MB |
| ~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning_en.vtt | 5.9 KB |
| ~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification.mp4 | 13.2 MB |
| ~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification_en.vtt | 2.3 KB |
| ~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work.mp4 | 33.0 MB |
| ~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work_en.vtt | 6.0 KB |
| ~Get Your Files Here !/05 - Deep Learning/004 Activation Functions.mp4 | 43.1 MB |
| ~Get Your Files Here !/05 - Deep Learning/004 Activation Functions_en.vtt | 6.3 KB |
| ~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow.mp4 | 10.8 MB |
| ~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow_en.vtt | 2.4 KB |
| ~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset.mp4 | 9.0 MB |
| ~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset_en.vtt | 1016 bytes |
| ~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1.mp4 | 43.0 MB |
| ~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1_en.vtt | 5.0 KB |
| ~Get Your Files Here !/05 - Deep Learning/007 Deep-learning-model.ipynb | 3.8 KB |
| ~Get Your Files Here !/05 - Deep Learning/007 Medical-data.csv | 23.5 KB |
| ~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2.mp4 | 60.2 MB |
| ~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2_en.vtt | 7.9 KB |
| ~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3.mp4 | 42.7 MB |
| ~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3_en.vtt | 4.9 KB |
| ~Get Your Files Here !/05 - Deep Learning/009 Link-to-the-Keras-documentation-website..url | 41 bytes |
| ~Get Your Files Here !/05 - Deep Learning/010 Course Rating.html | 493 bytes |
| ~Get Your Files Here !/05 - Deep Learning/external-links.txt | 67 bytes |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics.mp4 | 6.1 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics_en.vtt | 1.4 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population.mp4 | 6.6 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population_en.vtt | 1.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics.mp4 | 8.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics_en.vtt | 1.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types.mp4 | 22.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types_en.vtt | 3.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data.mp4 | 13.4 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data_en.vtt | 2.0 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/005 Walmart-Stores.xlsx | 14.9 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.mp4 | 36.9 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.xlsx | 15.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram_en.vtt | 4.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures.mp4 | 15.1 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures_en.vtt | 3.1 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures.mp4 | 13.4 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures_en.vtt | 3.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical).mp4 | 23.0 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical)_en.vtt | 3.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/009 Variance-and-SD.xlsx | 10.9 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data.mp4 | 9.7 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data_en.vtt | 1.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance.mp4 | 23.8 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance_en.vtt | 4.5 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics.mp4 | 13.8 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics_en.vtt | 2.1 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions.mp4 | 15.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions_en.vtt | 3.0 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution.mp4 | 24.0 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution_en.vtt | 5.3 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization.mp4 | 11.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization_en.vtt | 2.5 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo.mp4 | 8.9 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo_en.vtt | 940 bytes |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem.mp4 | 23.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem_en.vtt | 3.3 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators.mp4 | 7.4 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators_en.vtt | 1.4 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval.mp4 | 23.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval_en.vtt | 4.8 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance.mp4 | 22.8 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance_en.vtt | 5.3 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem.mp4 | 11.4 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem_en.vtt | 2.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/022 1-Confidence-intervals-variance-known.xlsx | 45.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel.mp4 | 78.7 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel_en.vtt | 7.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution.mp4 | 21.7 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution_en.vtt | 3.8 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/024 2-Confidence-intervals-variance-unknown.xlsx | 37.9 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance.mp4 | 32.1 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance_en.vtt | 3.5 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error.mp4 | 9.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error_en.vtt | 2.4 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples.mp4 | 5.6 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples_en.vtt | 1.3 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel.mp4 | 38.3 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel_en.vtt | 4.0 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/028 3-Confidence-intervals-dependent-samples.xlsx | 38.0 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance.mp4 | 18.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance_en.vtt | 2.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel.mp4 | 37.6 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel_en.vtt | 4.4 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/030 5-Confidence-intervals-independent-samples-variance-unknown-and-equal.xlsx | 70.1 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance.mp4 | 40.0 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance_en.vtt | 4.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis.mp4 | 14.0 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis_en.vtt | 2.3 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses.mp4 | 20.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses_en.vtt | 3.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value.mp4 | 10.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value_en.vtt | 2.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/034 Link to z-value Calculator.html | 105 bytes |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known.mp4 | 7.4 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known_en.vtt | 1.5 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/036 6-Test-Hypothises-population-variance-known.xlsx | 69.1 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel.mp4 | 36.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel_en.vtt | 3.6 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/037 7-Test-hypothises-population-variance-unknown.xlsx | 69.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown.mp4 | 23.7 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown_en.vtt | 2.8 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/038 8-Test-hypothises-dependent-samples.xlsx | 49.2 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples.mp4 | 35.5 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples_en.vtt | 4.4 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/039 Link to t-value Calculator.html | 99 bytes |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/040 9-Test-hypothises-two-independent-samples-variance-known.xlsx | 68.7 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known.mp4 | 25.0 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known_en.vtt | 3.8 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/041 10-Test-hypothises-two-independent-samples-variance-unknown.xlsx | 91.1 KB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown.mp4 | 23.2 MB |
| ~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown_en.vtt | 3.1 KB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 bytes |
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