01 - Introduction to the Course.zip

02 - Introduction to Data Analytics.zip

03 - Setting up the Environment.zip

04 - Python Basics.zip

05 - Fundamentals for Coding in Python.zip

06 - Mathematics for Python.zip

07 - NumPy Basics.zip

08 - Pandas - Basics - Part 01.zip

08 - Pandas - Basics - Part 02.zip

10 - Working with Text Data.zip

11 - Must-Know Python Tools.zip

12 - Data GatheringData Collection.zip

13 - APIs (POST requests are not needed for this course).zip

14 - Data Cleaning and Data Preprocessing.zip

15 - pandas Series.zip

17 - NumPy Fundamentals.zip

18 - NumPy DataTypes.zip

19 - Working with Arrays.zip

20 - Generating Data with NumPy.zip

21 - Statistics with NumPy.zip