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Deep Learning and Generative AI Data Prep Analysis and Visualization with Python DevCou

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Language: English
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Size: 266.9 MB
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Files:
  1. Get Bonus Downloads Here.url 182 bytes
  2. 01 - Leverage generative AI for analytics and insights.mp4 3.7 MB
  3. 01 - Leverage generative AI for analytics and insights.srt 1.1 KB
  4. 02 - What you should know.mp4 2.1 MB
  5. 02 - What you should know.srt 1.5 KB
  6. 03 - How to use the challenge exercise files.mp4 6.2 MB
  7. 03 - How to use the challenge exercise files.srt 2.9 KB
  8. 01 - We live in a data-driven world!.mp4 9.1 MB
  9. 01 - We live in a data-driven world!.srt 5.3 KB
  10. 02 - Our use case.mp4 6.4 MB
  11. 02 - Our use case.srt 3.7 KB
  12. 03 - Raw data is messy.mp4 13.4 MB
  13. 03 - Raw data is messy.srt 5.8 KB
  14. 04 - Role of data in the machine learning workflow.mp4 3.6 MB
  15. 04 - Role of data in the machine learning workflow.srt 2.7 KB
  16. 01 - Data with a structure.mp4 8.2 MB
  17. 01 - Data with a structure.srt 6.3 KB
  18. 02 - Data without a structure.mp4 11.8 MB
  19. 02 - Data without a structure.srt 7.4 KB
  20. 03 - Using simple Python code to check your data.mp4 4.3 MB
  21. 03 - Using simple Python code to check your data.srt 3.5 KB
  22. 04 - Python for data preprocessing with Pandas and Matplotlib.mp4 9.7 MB
  23. 04 - Python for data preprocessing with Pandas and Matplotlib.srt 7.5 KB
  24. 05 - Challenge Load and check the data using Python.mp4 5.8 MB
  25. 05 - Challenge Load and check the data using Python.srt 3.8 KB
  26. 06 - Solution Load and check the data using Python.mp4 4.8 MB
  27. 06 - Solution Load and check the data using Python.srt 2.6 KB
  28. 01 - Data preprocessing the telecom dataset.mp4 13.6 MB
  29. 01 - Data preprocessing the telecom dataset.srt 10.1 KB
  30. 02 - Introduction to text preprocessing.mp4 10.6 MB
  31. 02 - Introduction to text preprocessing.srt 7.6 KB
  32. 03 - Challenge Data preprocessing the telecom dataset.mp4 3.1 MB
  33. 03 - Challenge Data preprocessing the telecom dataset.srt 2.1 KB
  34. 04 - Solution Data preprocessing the telecom dataset.mp4 17.3 MB
  35. 04 - Solution Data preprocessing the telecom dataset.srt 9.1 KB
  36. 01 - Exploratory data analysis (EDA).mp4 10.0 MB
  37. 01 - Exploratory data analysis (EDA).srt 7.2 KB
  38. 02 - Challenge Perform exploratory data analysis.mp4 4.0 MB
  39. 02 - Challenge Perform exploratory data analysis.srt 3.2 KB
  40. 03 - Solution Perform exploratory data analysis.mp4 12.4 MB
  41. 03 - Solution Perform exploratory data analysis.srt 7.6 KB
  42. 01 - Overview of predictive and generative AI.mp4 10.6 MB
  43. 01 - Overview of predictive and generative AI.srt 6.4 KB
  44. 02 - What is deep learning.mp4 16.4 MB
  45. 02 - What is deep learning.srt 7.0 KB
  46. 03 - Generative modeling use cases.mp4 6.7 MB
  47. 03 - Generative modeling use cases.srt 5.3 KB
  48. 04 - Predictive modeling use cases.mp4 6.2 MB
  49. 04 - Predictive modeling use cases.srt 4.9 KB
  50. 01 - Deep learning Predict customer lifetime value.mp4 9.7 MB
  51. 01 - Deep learning Predict customer lifetime value.srt 6.9 KB
  52. 02 - Challenge Predict customer lifetime value.mp4 21.6 MB
  53. 02 - Challenge Predict customer lifetime value.srt 10.8 KB
  54. 03 - Solution Predict customer lifetime value.mp4 7.9 MB
  55. 03 - Solution Predict customer lifetime value.srt 4.0 KB
  56. 01 - Introduction to capstone and use case.mp4 8.5 MB
  57. 01 - Introduction to capstone and use case.srt 5.9 KB
  58. 02 - Challenge Predict media channel sales using Keras.mp4 1.3 MB
  59. 02 - Challenge Predict media channel sales using Keras.srt 639 bytes
  60. 03 - Solution Predict media channel sales using Keras.mp4 3.7 MB
  61. 03 - Solution Predict media channel sales using Keras.srt 2.1 KB
  62. 04 - Optional challenge Generate sentiments using BERT.mp4 1.7 MB
  63. 04 - Optional challenge Generate sentiments using BERT.srt 1012 bytes
  64. 05 - Solution Generate sentiments using BERT.mp4 9.8 MB
  65. 05 - Solution Generate sentiments using BERT.srt 4.7 KB
  66. 01 - Next steps.mp4 2.9 MB
  67. 01 - Next steps.srt 2.9 KB
  68. Bonus Resources.txt 386 bytes

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