AI and Machine Learning in Action: Real-World Solutions for Coders - Tapa blanda

AI and Machine Learning in Action (Paperback)

Paperback. Condición: new. Paperback. AI and Machine Learning in Action: Real-World Solutions for CodersUnlock the potential of AI and machine learning with this practical, hands-on guide designed for coders of all skill levels. Whether you're a seasoned programmer or just starting your journey, this book provides everything you need to dive into the world of intelligent systems. Using popular Python frameworks like Scikit-Learn, TensorFlow, and Keras, you'll learn to build, train, and deploy machine learning models to solve real-world problems effectively.This comprehensive book covers the full spectrum of machine learning-from foundational concepts to advanced AI techniques-using clear examples, minimal theory, and actionable projects.What You'll Learn: Get Started with Python for Machine Learning: Understand why Python is perfect for AI, and set up tools like Anaconda, Jupyter, and essential libraries (NumPy, Pandas, Matplotlib).Master Supervised Learning: Build predictive models using linear regression, decision trees, random forests, and more. Learn to evaluate models with precision.Explore Unsupervised Learning: Implement clustering, dimensionality reduction, and real-world projects like customer segmentation.Dive Into Deep Learning: Build neural networks, and convolutional networks (CNNs), and implement tasks like handwritten digit recognition and image classification.Tackle Natural Language Processing (NLP): Preprocess text, create chatbots, and perform sentiment analysis using Python tools like NLTK and spaCy.Understand Reinforcement Learning: Implement Q-Learning and build AI for simple games.Deploy Your Models: Save, export, and deploy AI models using Flask and Streamlit.Develop End-to-End AI Projects: Gain hands-on experience with 10+ real-world projects, including stock market predictions, fraud detection, and chatbots for customer support.Why This Book?Real-World Focus: Learn AI and machine learning through practical examples that solve real problems.Simple and Accessible: No prior AI experience is required-just basic programming knowledge.Up-to-date Techniques: Cover the latest tools, frameworks, and methodologies in Python for ML.Ethics and Challenges: Explore responsible AI development, from mitigating bias to ensuring data privacy.Whether you aim to develop a strong foundation in machine learning or advance your skills in AI for coders, this book is your go-to resource for staying ahead in the fast-evolving world of technology.Start building intelligent systems today and uncover why machines learn to transform industries and drive innovation. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Nº de ref. del artículo: 9798310446564

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