Linkedin Data Science Foundations Fundamentals 2022
Torrent Info
| Category | Other |
| Added | Tuesday 24th October 2023 02:55:58 AM (3 years ago) |
| Size | 2.8 GB |
| Peers | 3 Peers (0 Seeders and 3 leechers) update |
| Downloaded | 0 times |
| Uploader | freecoursewb Thank You (0) Report Torrent 00/0 |
| Comments | None |
| Uploader Comments | None |
| Tags | English |
| Seeders | 0 |
| Leechers | 3 |
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| Filename | Size |
|---|---|
| Get Bonus Downloads Here.url | 178 bytes |
| ~Get Your Files Here !/01. Introduction/001. Getting started.en.srt | 2.3 KB |
| ~Get Your Files Here !/01. Introduction/001. Getting started.mp4 | 13.8 MB |
| ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt | 6.4 KB |
| ~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp4 | 39.1 MB |
| ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt | 7.5 KB |
| ~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp4 | 39.3 MB |
| ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt | 8.9 KB |
| ~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp4 | 58.4 MB |
| ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt | 6.0 KB |
| ~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp4 | 35.2 MB |
| ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt | 7.7 KB |
| ~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp4 | 38.7 MB |
| ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt | 7.5 KB |
| ~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp4 | 42.1 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt | 13.4 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp4 | 73.0 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt | 13.1 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp4 | 96.8 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt | 13.4 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp4 | 72.5 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt | 9.1 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp4 | 49.0 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt | 8.2 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp4 | 43.0 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt | 13.2 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp4 | 66.4 MB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt | 7.0 KB |
| ~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp4 | 40.4 MB |
| ~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt | 10.6 KB |
| ~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp4 | 57.4 MB |
| ~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt | 8.8 KB |
| ~Get Your Files Here !/04. Ethics and Agency/016. Security.mp4 | 47.8 MB |
| ~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt | 10.7 KB |
| ~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp4 | 58.6 MB |
| ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt | 16.1 KB |
| ~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp4 | 86.5 MB |
| ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt | 8.6 KB |
| ~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp4 | 42.2 MB |
| ~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt | 8.7 KB |
| ~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp4 | 47.6 MB |
| ~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt | 17.1 KB |
| ~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp4 | 76.4 MB |
| ~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt | 9.9 KB |
| ~Get Your Files Here !/05. Sources of Data/022. In-house data.mp4 | 49.3 MB |
| ~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt | 7.0 KB |
| ~Get Your Files Here !/05. Sources of Data/023. Open data.mp4 | 37.3 MB |
| ~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt | 4.4 KB |
| ~Get Your Files Here !/05. Sources of Data/024. APIs.mp4 | 23.7 MB |
| ~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt | 8.1 KB |
| ~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp4 | 57.0 MB |
| ~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt | 9.7 KB |
| ~Get Your Files Here !/05. Sources of Data/026. Creating data.mp4 | 49.1 MB |
| ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt | 6.8 KB |
| ~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp4 | 34.6 MB |
| ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt | 5.5 KB |
| ~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp4 | 42.3 MB |
| ~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt | 9.1 KB |
| ~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp4 | 48.2 MB |
| ~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt | 8.7 KB |
| ~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp4 | 45.6 MB |
| ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt | 6.6 KB |
| ~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp4 | 35.6 MB |
| ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt | 7.2 KB |
| ~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp4 | 53.6 MB |
| ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt | 5.8 KB |
| ~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp4 | 31.2 MB |
| ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt | 7.5 KB |
| ~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp4 | 42.7 MB |
| ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt | 6.0 KB |
| ~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp4 | 34.4 MB |
| ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt | 6.8 KB |
| ~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp4 | 37.5 MB |
| ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt | 5.6 KB |
| ~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp4 | 29.3 MB |
| ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt | 7.9 KB |
| ~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp4 | 47.3 MB |
| ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt | 12.7 KB |
| ~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp4 | 64.1 MB |
| ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt | 7.7 KB |
| ~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp4 | 44.2 MB |
| ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt | 11.0 KB |
| ~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp4 | 53.6 MB |
| ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt | 7.2 KB |
| ~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp4 | 38.7 MB |
| ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt | 5.9 KB |
| ~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp4 | 31.8 MB |
| ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt | 11.9 KB |
| ~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp4 | 57.8 MB |
| ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt | 10.4 KB |
| ~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp4 | 50.3 MB |
| ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt | 9.5 KB |
| ~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp4 | 49.4 MB |
| ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt | 8.8 KB |
| ~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp4 | 43.8 MB |
| ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt | 13.1 KB |
| ~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp4 | 65.2 MB |
| ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt | 15.4 KB |
| ~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp4 | 80.5 MB |
| ~Get Your Files Here !/10. Supervised Learning/050. Classifying.en.srt | 9.9 KB |
| ~Get Your Files Here !/10. Supervised Learning/050. Classifying.mp4 | 48.7 MB |
| ~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.en.srt | 10.4 KB |
| ~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.mp4 | 50.9 MB |
| ~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.en.srt | 14.1 KB |
| ~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.mp4 | 74.4 MB |
| ~Get Your Files Here !/10. Supervised Learning/053. Validating models.en.srt | 9.3 KB |
| ~Get Your Files Here !/10. Supervised Learning/053. Validating models.mp4 | 50.5 MB |
| ~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).en.srt | 8.8 KB |
| ~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).mp4 | 51.1 MB |
| ~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.en.srt | 10.3 KB |
| ~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.mp4 | 52.8 MB |
| ~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.en.srt | 5.6 KB |
| ~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.mp4 | 28.9 MB |
| ~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.en.srt | 8.4 KB |
| ~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.mp4 | 44.2 MB |
| ~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.en.srt | 4.8 KB |
| ~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.mp4 | 25.5 MB |
| ~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.en.srt | 4.4 KB |
| ~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.mp4 | 24.6 MB |
| ~Get Your Files Here !/Bonus Resources.txt | 386 bytes |
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