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Lynda. Techniques and Concepts of Big Data

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视频 2016-9-27 19:44 2024-5-8 14:46 51 216.11 MB 32
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文件列表
  1. 5 Sources and Structures of Big Data/1 Human-generated data.mp413.49MB
  2. 0 Introduction/1 Welcome.mp412.55MB
  3. 1 What Is Big Data/1 The three Vs of big data.mp47.44MB
  4. 1 What Is Big Data/2 Volume.mp42.47MB
  5. 1 What Is Big Data/3 Velocity.mp43.15MB
  6. 1 What Is Big Data/4 Variety.mp41.8MB
  7. 1 What Is Big Data/5 Does big data need all three.mp41.98MB
  8. 2 How Is Big Data used/1 Understanding big data for consumers.mp411.47MB
  9. 2 How Is Big Data used/2 Understanding big data for business.mp48.74MB
  10. 2 How Is Big Data used/3 Understanding big data for research.mp45.76MB
  11. 3 Big Data and Data Science/1 Ten ways big data is different from small data.mp47.02MB
  12. 3 Big Data and Data Science/2 The three facets of data science.mp49.36MB
  13. 3 Big Data and Data Science/3 Types and skills in data science.mp45.17MB
  14. 3 Big Data and Data Science/4 Data science without big data.mp413.04MB
  15. 3 Big Data and Data Science/5 Big data without data science.mp47.7MB
  16. 4 Ethics in Big Data/1 Challenges with anonymity.mp48.35MB
  17. 4 Ethics in Big Data/2 Challenges with confidentiality.mp45.9MB
  18. 5 Sources and Structures of Big Data/2 Machine-generated data.mp46.01MB
  19. 5 Sources and Structures of Big Data/3 Structured data.mp44.07MB
  20. 5 Sources and Structures of Big Data/4 Unstructured data.mp48.42MB
  21. 6 Storing Big Data/1 Distributed storage and the cloud.mp45MB
  22. 6 Storing Big Data/2 Cloud computing. IaaS, PaaS, SaaS, and DaaS.mp46.18MB
  23. 6 Storing Big Data/3 A brief introduction to Hadoop.mp49.47MB
  24. 7 Preparing Data for Analysis/1 Challenges with data quality.mp45.04MB
  25. 7 Preparing Data for Analysis/2 ETL. Extract, transform, load.mp44.77MB
  26. 7 Preparing Data for Analysis/3 Additional Vs of big data.mp46.25MB
  27. 8 Big Data Analysis/1 Monitoring and anomaly detection.mp47.87MB
  28. 8 Big Data Analysis/2 Data mining and text analytics.mp45.34MB
  29. 8 Big Data Analysis/3 Predictive analytics.mp47.93MB
  30. 8 Big Data Analysis/4 Visualization.mp46.75MB
  31. 8 Big Data Analysis/5 The role of Excel in big data.mp44.63MB
  32. 9 Conclusion/1 Next steps.mp42.99MB
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