AI learning Hub.

AI Learning Resources Hub

Explore a wide range of AI learning topics, from foundational to cutting-edge technologies. The following resources include books, courses, and practical tools to help you master AI:

Quantum AI

• Google Quantum AI Resources
• IBM Quantum Learning Platform
• Microsoft Azure Quantum Learning
• Coursera: Quantum Machine Learning

Multimodal AI

• Amazon: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
• Packt Publishing: Hands-On Machine Learning

Machine Learning

• Amazon: Artificial Intelligence: A Modern Approach
• Coursera: Machine Learning by Andrew Ng
• eBooks.com: Artificial Intelligence: A Modern Approach

Deep Learning

• Amazon: Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow
• Coursera: Deep Learning Specialization
• Udacity: Deep Learning Nanodegree

Reinforcement Learning

• Amazon: Artificial Intelligence: A Modern Approach
• Coursera: Reinforcement Learning Specialization
• Udacity: Deep Reinforcement Learning Nanodegree

Neural Networks

• Amazon: Neural Networks and Deep Learning
• Coursera: Neural Networks and Deep Learning

Generative Models

• Amazon: Generative Deep Learning
• Packt Publishing: Generative Adversarial Networks Projects
• Coursera: Build Basic Generative Adversarial Networks (GANs)

Natural Language Processing (NLP)

• Amazon: Speech and Language Processing
• Coursera: NLP Specialization
• Udemy: NLP with Python for Machine Learning

Computer Vision

• Amazon: Deep Learning for Computer Vision
• Coursera: Computer Vision Specialization
• Udacity: Computer Vision Nanodegree

Explainable AI (XAI)

• Coursera: Explainable AI (XAI) Specialization
• Amazon: Explainable AI: Interpreting, Explaining and Visualizing Deep Learning
• GitHub: XAI Resources
• IBM: What is Explainable AI?
• Viso Suite: XAI Guide
• Alteryx: Essential Guide to XAI
• LinkedIn: XAI Learning Roadmap

Transfer Learning

• Amazon: Transfer Learning for Natural Language Processing
• Coursera: Transfer Learning for NLP

AutoML (Automated Machine Learning)

• Amazon: Automated Machine Learning
• Google Cloud AutoML
• Coursera: AutoML Course

Federated Learning

• Amazon: Federated Learning
• TensorFlow Federated
• Coursera: Federated Learning

Self-Supervised Learning

• Amazon: Self-Supervised Learning
• Coursera: Self-Supervised Learning

AI Ethics

• Amazon: Ethics of Artificial Intelligence and Robotics
• Coursera: AI For Everyone (Ethics Module)
• edX: Ethics of AI

Edge AI

• Amazon: Edge AI
• Coursera: Edge AI Applications

AI for Healthcare

• Coursera: AI for Medicine Specialization
• Amazon: Deep Learning for Healthcare

AI for Finance

• Coursera: AI in Finance
• Amazon: Artificial Intelligence in Finance

AI Security & Adversarial ML

• Coursera: Adversarial Machine Learning
• Amazon: Adversarial Machine Learning

AI for Business and Industry

• Coursera: AI for Business
• Amazon: AI Success: How Companies Can Thrive in the AI-Driven Future

AI and Robotics

• Coursera: AI and Robotics Specialization
• Amazon: Robotics and Intelligent Systems: AI Techniques

AI for Marketing

• Coursera: AI for Marketing
• Amazon: AI in Marketing: Transforming the Future of Business

AI for Autonomous Vehicles

• Coursera: Self-Driving Cars Specialization
• Amazon: Autonomous Vehicles: Technology, Policy, and Innovation

AI for Smart Cities

• Coursera: Smart Cities
• Amazon: Artificial Intelligence for Smart Cities

AI for Education

• Coursera: AI for Education
• Amazon: Artificial Intelligence in Education: Learning Technologies

AI and Data Science

• Coursera: AI and Data Science Professional Certificate
• Amazon: Data Science and Machine Learning with Python

AI in the Internet of Things (IoT)

• Coursera: IoT and AI
• Amazon: Internet of Things and AI

AI for Creativity

• Coursera: AI for Creativity
• Amazon: AI in Art and Creativity

Explore these resources to deepen your understanding of AI and enhance your skills in various subfields, from quantum computing to business applications. Stay updated with the latest advancements in artificial intelligence through curated learning materials.