Level: All | Genre: eLearning | Language: English | Duration: 25 Lectures ( 3h 14m ) | Size: 2.5 GB
A Beginner Friendly Guide To Python For AI and Machine Learning
What you'll learn
✓ Introduction to Python Programming
✓ Variables, Data Types, Operators
✓ Conditional Statements, Loops
✓ Functions, Modules, and Packages
✓ File Handling in Python
✓ Error Handling and Exceptions
✓ Working with Libraries: NumPy, Pandas
✓ Data Visualization with Matplotlib and Seaborn
✓ Regular Expressions
✓ Data Analysis with Pandas
✓ Data Cleaning and Transformation
✓ Data Normalization and Standardization
✓ Object Oriented Programming (OOP) in Python
✓ Understanding Machine Learning Concepts
✓ Types of Machine Learning
✓ Machine Learning Workflow
✓ Linear Regression
✓ Logistic Regression
✓ Cross-Validation Techniques
✓ Basics of TensorFlow and Keras
✓ Model Evaluation Metrics