Python for Data Analytics (Online)
Curriculum for this Course
Week 1
- Introduction
- Installation
- Data Structures in Python (Const, Variable, operators)
- Control Structure and Functions (Control statements & advanced DS)
Week 2
- Logic and Syntax Building
- Data Structures: Lists, Strings, Dictionaries, and Stacks
Week 3
- Time Complexity
- Searching and Sorting
- Two Pointers
Week 4
- Recursion
- Introduction to NumPy
- Operations on NumPy Arrays
Week 5
- Introduction to Pandas
- Getting and Cleaning Data
Week 6
- Introduction to Data Visualization
- Basics of Visualization: Plots, Subplots and their Functionalities
- Plotting Data Distributions
- Plotting Categorical and Time-Series Data
- Practice problem & assesment
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