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文档列表

~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.mp4 101.6 MB
~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.mp4 90.7 MB
~Get Your Files Here !/10. Supervised Learning/049. Time-series data.mp4 84.5 MB
~Get Your Files Here !/05. Sources of Data/021. Labeling data.mp4 80.1 MB
~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.mp4 78.0 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.mp4 76.6 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.mp4 76.0 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.mp4 69.6 MB
~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.mp4 68.3 MB
~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.mp4 67.3 MB
~Get Your Files Here !/04. Ethics and Agency/017. Legal.mp4 61.4 MB
~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.mp4 61.2 MB
~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.mp4 60.6 MB
~Get Your Files Here !/04. Ethics and Agency/015. Bias.mp4 60.2 MB
~Get Your Files Here !/05. Sources of Data/025. Scraping data.mp4 59.8 MB
~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.mp4 56.2 MB
~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.mp4 56.2 MB
~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.mp4 55.4 MB
~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).mp4 53.6 MB
~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.mp4 53.4 MB
~Get Your Files Here !/10. Supervised Learning/053. Validating models.mp4 53.0 MB
~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.mp4 52.7 MB
~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.mp4 51.8 MB
~Get Your Files Here !/05. Sources of Data/022. In-house data.mp4 51.7 MB
~Get Your Files Here !/05. Sources of Data/026. Creating data.mp4 51.5 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.mp4 51.4 MB
~Get Your Files Here !/10. Supervised Learning/050. Classifying.mp4 51.1 MB
~Get Your Files Here !/05. Sources of Data/029. Data vendors.mp4 50.6 MB
~Get Your Files Here !/04. Ethics and Agency/016. Security.mp4 50.2 MB
~Get Your Files Here !/05. Sources of Data/020. Data preparation.mp4 49.9 MB
~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.mp4 49.5 MB
~Get Your Files Here !/05. Sources of Data/030. Data ethics.mp4 47.8 MB
~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.mp4 46.4 MB
~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.mp4 46.4 MB
~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.mp4 45.9 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.mp4 45.1 MB
~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.mp4 44.8 MB
~Get Your Files Here !/05. Sources of Data/028. Self-generated data.mp4 44.4 MB
~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.mp4 44.3 MB
~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.mp4 44.2 MB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.mp4 42.3 MB
~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.mp4 41.2 MB
~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.mp4 41.0 MB
~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.mp4 40.6 MB
~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.mp4 40.6 MB
~Get Your Files Here !/07. Tools for Data Science/036. AutoML.mp4 39.3 MB
~Get Your Files Here !/05. Sources of Data/023. Open data.mp4 39.1 MB
~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.mp4 37.4 MB
~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.mp4 36.9 MB
~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.mp4 36.3 MB
~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.mp4 36.1 MB
~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.mp4 33.3 MB
~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.mp4 32.7 MB
~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.mp4 30.7 MB
~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.mp4 30.3 MB
~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.mp4 26.7 MB
~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.mp4 25.8 MB
~Get Your Files Here !/05. Sources of Data/024. APIs.mp4 24.8 MB
~Get Your Files Here !/01. Introduction/001. Getting started.mp4 14.5 MB
~Get Your Files Here !/05. Sources of Data/021. Labeling data.en.srt 17.5 kB
~Get Your Files Here !/04. Ethics and Agency/018. Explainable AI.en.srt 16.5 kB
~Get Your Files Here !/10. Supervised Learning/049. Time-series data.en.srt 15.8 kB
~Get Your Files Here !/10. Supervised Learning/052. Aggregating models.en.srt 14.4 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/008. Artificial intelligence.en.srt 13.7 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/010. Deep learning neural networks.en.srt 13.7 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/013. Prescriptive analytics.en.srt 13.5 kB
~Get Your Files Here !/10. Supervised Learning/048. Supervised learning with predictive models.en.srt 13.4 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/009. Machine learning.en.srt 13.4 kB
~Get Your Files Here !/08. Mathematics for Data Science/039. Algebra.en.srt 13.0 kB
~Get Your Files Here !/09. Unsupervised Learning/044. Descriptive analyses.en.srt 12.2 kB
~Get Your Files Here !/08. Mathematics for Data Science/041. Optimization and the combinatorial explosion.en.srt 11.2 kB
~Get Your Files Here !/04. Ethics and Agency/017. Legal.en.srt 10.9 kB
~Get Your Files Here !/04. Ethics and Agency/015. Bias.en.srt 10.8 kB
~Get Your Files Here !/09. Unsupervised Learning/045. Clustering.en.srt 10.7 kB
~Get Your Files Here !/10. Supervised Learning/051. Feature selection and creation.en.srt 10.6 kB
~Get Your Files Here !/11. 10 Generative Methods in Data Science/055. Reinforcement learning.en.srt 10.5 kB
~Get Your Files Here !/05. Sources of Data/022. In-house data.en.srt 10.1 kB
~Get Your Files Here !/10. Supervised Learning/050. Classifying.en.srt 10.1 kB
~Get Your Files Here !/05. Sources of Data/026. Creating data.en.srt 9.9 kB
~Get Your Files Here !/09. Unsupervised Learning/046. Dimensionality reduction.en.srt 9.7 kB
~Get Your Files Here !/10. Supervised Learning/053. Validating models.en.srt 9.5 kB
~Get Your Files Here !/05. Sources of Data/029. Data vendors.en.srt 9.4 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/011. Big data.en.srt 9.3 kB
~Get Your Files Here !/02. What Is Data Science/004. The data science pathway.en.srt 9.1 kB
~Get Your Files Here !/11. 10 Generative Methods in Data Science/054. Generative adversarial networks (GANs).en.srt 9.1 kB
~Get Your Files Here !/09. Unsupervised Learning/047. Anomaly detection.en.srt 9.0 kB
~Get Your Files Here !/04. Ethics and Agency/016. Security.en.srt 9.0 kB
~Get Your Files Here !/05. Sources of Data/020. Data preparation.en.srt 8.9 kB
~Get Your Files Here !/05. Sources of Data/030. Data ethics.en.srt 8.9 kB
~Get Your Files Here !/04. Ethics and Agency/019. Agency of algorithms and decision-makers.en.srt 8.8 kB
~Get Your Files Here !/12. Acting on Data Science/057. Interpretable methods.en.srt 8.6 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/012. Predictive analytics.en.srt 8.4 kB
~Get Your Files Here !/05. Sources of Data/025. Scraping data.en.srt 8.3 kB
~Get Your Files Here !/08. Mathematics for Data Science/038. Sampling and probability.en.srt 8.1 kB
~Get Your Files Here !/02. What Is Data Science/006. Roles and teams in data science.en.srt 7.9 kB
~Get Your Files Here !/08. Mathematics for Data Science/040. Calculus.en.srt 7.9 kB
~Get Your Files Here !/02. What Is Data Science/003. The data science Venn diagram.en.srt 7.7 kB
~Get Your Files Here !/02. What Is Data Science/007. The role of questions in data science.en.srt 7.7 kB
~Get Your Files Here !/07. Tools for Data Science/034. Applications for data analysis.en.srt 7.7 kB
~Get Your Files Here !/08. Mathematics for Data Science/042. Bayes' theorem.en.srt 7.4 kB
~Get Your Files Here !/06. Sources of Rules/032. The derivation of rules from data analysis.en.srt 7.4 kB
~Get Your Files Here !/05. Sources of Data/023. Open data.en.srt 7.2 kB
~Get Your Files Here !/03. The Place of Data Science in the Data Universe/014. Business intelligence.en.srt 7.1 kB
~Get Your Files Here !/05. Sources of Data/027. Passive collection of training data.en.srt 7.0 kB
~Get Your Files Here !/07. Tools for Data Science/036. AutoML.en.srt 7.0 kB
~Get Your Files Here !/06. Sources of Rules/031. The enumeration of explicit rules.en.srt 6.8 kB
~Get Your Files Here !/02. What Is Data Science/002. Supply and demand for data science.en.srt 6.6 kB
~Get Your Files Here !/02. What Is Data Science/005. The CRISP-DM model in data science.en.srt 6.2 kB
~Get Your Files Here !/07. Tools for Data Science/035. Languages for data science.en.srt 6.1 kB
~Get Your Files Here !/09. Unsupervised Learning/043. Supervised vs. unsupervised learning.en.srt 6.0 kB
~Get Your Files Here !/06. Sources of Rules/033. The generation of implicit rules.en.srt 6.0 kB
~Get Your Files Here !/07. Tools for Data Science/037. Machine learning as a service.en.srt 5.8 kB
~Get Your Files Here !/12. Acting on Data Science/056. The importance of interpretability.en.srt 5.7 kB
~Get Your Files Here !/05. Sources of Data/028. Self-generated data.en.srt 5.6 kB
~Get Your Files Here !/12. Acting on Data Science/058. Actionable insights.en.srt 4.9 kB
~Get Your Files Here !/05. Sources of Data/024. APIs.en.srt 4.5 kB
~Get Your Files Here !/13. Conclusion/059. Next steps and additional resources.en.srt 4.5 kB
~Get Your Files Here !/01. Introduction/001. Getting started.en.srt 2.3 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 178 Bytes

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