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Data Science Fundamentals

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Uploader: freecoursewb
Source: 1 Logo 1337x
Type: Tutorials
Language: English
Category: Other
Size: 2.7 GB
Added: Oct. 25, 2023, 3:35 p.m.
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Files:
  1. Get Bonus Downloads Here.url 183 bytes
  2. 001 Introduction.en.srt 14.2 KB
  3. 001 Introduction.mp4 74.8 MB
  4. 001 Section-0.ipynb 2.1 KB
  5. 001 requirements.txt 6.6 KB
  6. 001 Data Wrangling.en.srt 89.1 KB
  7. 001 Data Wrangling.mp4 591.7 MB
  8. 002 Data_Wrangling.ipynb 380.6 KB
  9. 002 single_family_home_values.csv 1.7 MB
  10. 001 Cluster Analysis.en.srt 24.5 KB
  11. 001 Cluster Analysis.mp4 229.7 MB
  12. 003 ESSdata.csv 444.0 KB
  13. 003 Section-2.ipynb 453.4 KB
  14. 001 Classification and regression.en.srt 27.7 KB
  15. 001 Classification and regression.mp4 172.5 MB
  16. 002 Continued classification and regression.en.srt 20.0 KB
  17. 002 Continued classification and regression.mp4 125.9 MB
  18. 001 Association and correlation.en.srt 16.6 KB
  19. 001 Association and correlation.mp4 116.9 MB
  20. 001 Dimensionality reduction.en.srt 12.7 KB
  21. 001 Dimensionality reduction.mp4 85.8 MB
  22. 001 Spark Intro.en.srt 44.0 KB
  23. 001 Spark Intro.mp4 231.8 MB
  24. 002 Spark Key Functions.en.srt 30.8 KB
  25. 002 Spark Key Functions.mp4 186.2 MB
  26. 003 Spark ML Intro.en.srt 10.6 KB
  27. 003 Spark ML Intro.mp4 88.3 MB
  28. 004 ML Pipeline.en.srt 9.0 KB
  29. 004 ML Pipeline.mp4 69.1 MB
  30. 008 AAPL.csv 1.7 KB
  31. 008 Section_3.1_3.2.ipynb 61.0 KB
  32. 010 Section 3.3_3.4.ipynb 16.2 KB
  33. 001 Section 4.1-Text Mining.en.srt 22.1 KB
  34. 001 Section 4.1-Text Mining.mp4 158.2 MB
  35. 002 Network Mining.en.srt 13.8 KB
  36. 002 Network Mining.mp4 106.8 MB
  37. 003 Matrix.en.srt 9.9 KB
  38. 003 Matrix.mp4 61.8 MB
  39. 004 SQL.en.srt 19.5 KB
  40. 004 SQL.mp4 112.6 MB
  41. 012 Section-4.ipynb 80.1 KB
  42. 012 test.db 2.2 MB
  43. 001 NLP Data Cleaning.en.srt 10.0 KB
  44. 001 NLP Data Cleaning.mp4 66.6 MB
  45. 002 CountVectorizer_TFIDF.en.srt 12.8 KB
  46. 002 CountVectorizer_TFIDF.mp4 73.2 MB
  47. 003 NLP Example with Spam Data.en.srt 15.6 KB
  48. 003 NLP Example with Spam Data.mp4 92.3 MB
  49. 004 Tweak model with Spam data.en.srt 7.9 KB
  50. 004 Tweak model with Spam data.mp4 54.2 MB
  51. 005 Pipeline with Spam data.en.srt 7.1 KB
  52. 005 Pipeline with Spam data.mp4 46.0 MB
  53. 016 Section-5 .ipynb 36.4 KB
  54. 001 Course summary challenge.en.srt 6.4 KB
  55. 001 Course summary challenge.mp4 51.9 MB
  56. 021 Section-Summary.ipynb 1.9 KB
  57. Bonus Resources.txt 357 bytes

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