Introduction to Data Science
Selecting rows/observations00:00:00
Rounding Number00:00:00
Selecting columns/fields00:00:00
Merging data00:00:00
Data aggregation00:00:00
Data Munging techniques00:00:00
Introduction to Python
What is Python?00:00:00
Why Python?00:00:00
Installing Python00:00:00
Python IDEs00:00:00
Jupyter Notebook Overview00:00:00
Python Basics
Python Basic Data types00:00:00
Lists00:00:00
Slicing00:00:00
IF statements00:00:00
Loops00:00:00
Dictionaries00:00:00
Tuples00:00:00
Functions00:00:00
Array00:00:00
Selection by position & Labels00:00:00
Python Packages
Pandas00:00:00
Numpy00:00:00
Sci-kit Learn00:00:00
Importing Data
Reading CSV files00:00:00
Saving in Python data00:00:00
Loading Python data objects00:00:00
Writing data to CSV file00:00:00
Manipulating Data
Selecting rows/observations00:00:00
Rounding Number00:00:00
Selecting columns/fields00:00:00
Merging data00:00:00
Data aggregation00:00:00
Data munging techniques00:00:00
Power BI
Dashboard00:00:00
Report00:00:00
Data Analysis00:00:00
Data Cleaning00:00:00
DAX function00:00:00
Power Query Editior00:00:00
