Van Der Post H. AI with Python. Practical Applicaitons..Advanced Techniques 2025

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Van Der Post H. AI with Python. Practical Applicaitons..Advanced Techniques 2025

Textbook in PDF format Harness the power of Artificial Intelligence (AI) with Python and develop intelligent systems that drive real-world impact. This comprehensive guide takes you from the fundamentals of AI to advanced techniques, equipping you with the tools to build cutting-edge solutions. Designed for both beginners and experienced developers, this book covers essential topics such as machine learning, deep learning, natural language processing (NLP), reinforcement learning, and AI-driven automation. Through hands-on projects and practical examples, you'll gain the skills to develop AI applications that analyze data, recognize patterns, and make autonomous decisions. Preface Introduction to Python for AI Understanding Data and Its Importance Introduction to Machine Learning Supervised Learning: Classification Techniques Supervised Learning: Regression Techniques Unsupervised Learning: Clustering Techniques Neural Networks and Deep Learning Basics Natural Language Processing (NLP) Fundamentals Reinforcement Learning Introduction AI Ethics and Best Practices Deploying AI Models Appendix A: Tutorials Appendix B: Glossary of Term