About
This comprehensive course is designed to take you from a beginner to an advanced level in Python programming, with a focus on software development and artificial intelligence (AI). Whether you are new to programming or looking to enhance your skills, this course provides a solid foundation in Python and its applications in various domains. Table of contents Chapter 1: Introduction to Python Chapter 2: Variables and Data Types Chapter 3: Control Structures Chapter 4: Functions and Modules Chapter 5: Data Structures Chapter 6: File Handling Chapter 7: Object-Oriented Programming (OOP) Chapter 8: Working with Libraries Chapter 9: Data Analysis with Pandas Chapter 10: Introduction to Machine Learning Chapter 11: NumPy for Numerical Computing Chapter 12: Data Visualization with Matplotlib and Seaborn Chapter 13: Scikit-Learn for Machine Learning Chapter 14: Deep Learning with TensorFlow and Keras Chapter 15: Natural Language Processing (NLP) Chapter 16: Computer Vision with OpenCV Chapter 17: Time Series Analysis Chapter 18: Reinforcement Learning Chapter 19: Deployment of AI Models Chapter 20: Advanced Topics and Best Practices