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   1. Welcome Message.mp4

   1. OOPs – An Overview.mp4

   1. Important Libraries – An Overview.mp4

   1. Congratulatory and Closing Note.mp4

   1. Course Contents.mp4

   1. Introduction to Machine Learning.mp4

   1. Anaconda – An Overview & Installation.mp4

   1. JupyterLab – An Overview.mp4

   2.1 Jupyter_Notebook_Hands_on.ipynb

   1. Python Data Types & Structures, NumPy Data Structures.mp4

   10.1 Python_Overview_Hands_on_5.ipynb

   12. [Hands on 6] Hierarchical Indexing Multi-Indexing.mp4

   13. Combining Datasets.mp4

   14.1 Python_Overview_Hands_on_7.ipynb

   16. [Hands on 8] Aggregation and Grouping.mp4

   17. Strings, List-Set-Dictionary Comprehensions, Functions, Unpacking Sequence.mp4

   18.1 Python_Overview_Hands_on_9.ipynb

   2.1 Python_Overview_Hands_on_1.ipynb

   4. [Hands on 2] Pandas Data Structures.mp4

   4.2 Python_Overview_Hands_on_2.ipynb

   6. [Hands on 3] Pandas Data Indexing and Selection.mp4

   7. Pandas Operating on Data.mp4

   8.1 Python_Overview_Hands_on_4.ipynb

   1. Linear Algebra – An Overview.mp4

   1. Statistics – An Overview.mp4

   1. Probability – An Overview.mp4

  Bonus Resources.txt