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Data Science Foundations Fundamentals- [UdemyCourseDownloader]
magnet:?xt=urn:btih:4ae18a1db0b7355f6a0f6ccbd28b59b1544d0aba&dn=Data Science Foundations Fundamentals- [UdemyCourseDownloader]
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文件列表详情
4ae18a1db0b7355f6a0f6ccbd28b59b1544d0aba
infohash:
45
文件数量
703.06 MB
文件大小
2019-10-12 15:50
创建日期
2024-7-23 04:48
最后访问
相关分词
Data
Science
Foundations
Fundamentals-
UdemyCourseDownloader
03 The Place of Data Science in the Data Universe/003 Deep learning neural networks.mp4 30.53 MB
01 Introduction/001 The fundamentals of data science.mp4 11.81 MB
02 What Is Data Science_/001 Supply and demand for data science.mp4 8.28 MB
02 What Is Data Science_/002 The data science Venn diagram.mp4 8.64 MB
02 What Is Data Science_/003 The data science pathway.mp4 23.22 MB
02 What Is Data Science_/004 Roles and teams in data science.mp4 14.03 MB
03 The Place of Data Science in the Data Universe/001 Artificial intelligence.mp4 29.55 MB
03 The Place of Data Science in the Data Universe/002 Machine learning.mp4 29.96 MB
03 The Place of Data Science in the Data Universe/004 Big data.mp4 14.91 MB
03 The Place of Data Science in the Data Universe/005 Predictive analytics.mp4 12.04 MB
03 The Place of Data Science in the Data Universe/006 Prescriptive analytics.mp4 13.98 MB
03 The Place of Data Science in the Data Universe/007 Business intelligence.mp4 11.08 MB
04 Ethics and Agency/001 Legal ethical and social issues of data science.mp4 12.59 MB
04 Ethics and Agency/002 Agency of algorithms and decision-makers.mp4 12.62 MB
05 Sources of Data/001 Data preparation.mp4 15 MB
05 Sources of Data/002 In-house data.mp4 6.05 MB
05 Sources of Data/003 Open data.mp4 20.52 MB
05 Sources of Data/004 APIs.mp4 10.55 MB
05 Sources of Data/005 Scraping data.mp4 29.71 MB
05 Sources of Data/006 Creating data.mp4 14.73 MB
05 Sources of Data/007 Passive collection of training data.mp4 13.21 MB
05 Sources of Data/008 Self-generated data.mp4 13.97 MB
06 Sources of Rules/001 The enumeration of explicit rules.mp4 12.66 MB
06 Sources of Rules/002 The derivation of rules from data analysis.mp4 23.83 MB
06 Sources of Rules/003 The generation of implicit rules.mp4 9.18 MB
07 Tools for Data Science/001 Applications for data analysis.mp4 15.15 MB
07 Tools for Data Science/002 Languages for data science.mp4 12.86 MB
07 Tools for Data Science/003 Machine learning as a service.mp4 11.26 MB
08 Mathematics for Data Science/001 Algebra.mp4 14.83 MB
08 Mathematics for Data Science/002 Calculus.mp4 8.66 MB
08 Mathematics for Data Science/003 Optimization and the combinatorial explosion.mp4 13.87 MB
08 Mathematics for Data Science/004 Bayes theorem.mp4 10.58 MB
09 Analyses for Data Science/001 Descriptive analyses.mp4 23.19 MB
09 Analyses for Data Science/002 Predictive models.mp4 24.51 MB
09 Analyses for Data Science/003 Trend analysis.mp4 19.19 MB
09 Analyses for Data Science/004 Clustering.mp4 18.41 MB
09 Analyses for Data Science/005 Classifying.mp4 13.01 MB
09 Analyses for Data Science/006 Anomaly detection.mp4 18.19 MB
09 Analyses for Data Science/007 Dimensionality reduction.mp4 19.46 MB
09 Analyses for Data Science/008 Feature selection and creation.mp4 16.9 MB
09 Analyses for Data Science/009 Validating models.mp4 18.2 MB
09 Analyses for Data Science/010 Aggregating models.mp4 15.04 MB
10 Acting on Data Science/001 Interpretability.mp4 9.3 MB
10 Acting on Data Science/002 Actionable insights.mp4 8.24 MB
11 Conclusion/001 Next steps.mp4 9.54 MB
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