Unit 1: Why Python for Data Analysis?
Unit 2: Setting Up Your Python Environment
Unit 3: Python Fundamentals
Unit 4: Writing and Executing Python Scripts
Python for Data Analysis Beginners
Unlock the power of data with Python: a beginner-friendly course to master data analysis essentials.
Unit 1: Lists in Python
Unit 2: Tuples in Python
Unit 3: Dictionaries and Sets
Unit 1: Introduction to NumPy Arrays
Unit 2: Creating NumPy Arrays
Unit 3: Array Indexing and Slicing
Unit 4: Array Operations and Broadcasting
Unit 1: Introduction to Pandas
Unit 2: Creating DataFrames
Unit 3: Indexing and Selection
Unit 4: Basic Data Exploration
Unit 1: Handling Missing Data
Unit 2: Data Cleaning Techniques
Unit 3: Applying Functions to DataFrames
Unit 4: Data Aggregation and Grouping
Unit 1: Getting Started with Matplotlib
Unit 2: Basic Plot Types
Unit 3: Customizing Plots
Unit 1: Introduction to Seaborn
Unit 2: Distribution Plots
Unit 3: Relational Plots
Unit 4: Categorical Plots
Unit 5: Customization and Styling
Unit 1: Reading Data with Pandas
Unit 2: Writing Data with Pandas
Unit 3: Advanced I/O Techniques