Welcome to the artificial intelligence resources section! Here you'll find a curated list of resources related to artificial intelligence (AI), including tutorials, courses, books, and more.
Artificial intelligence is a rapidly evolving field that focuses on creating intelligent machines capable of performing tasks that typically require human intelligence. This section provides resources to help you learn about AI concepts, algorithms, applications, and ethics.
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Machine Learning Tutorial: A Step-by-Step Guide for Beginners - Simplelearn
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CS50's Introduction to Artificial Intelligence with Python - Edx
Sentdex - Access tutorials and demonstrations on AI and machine learning using Python.
AI with the Best - Discover talks and presentations on various AI topics by industry experts.
IBM Technology - This channel provides courses in many fields, their AI videos tho are pretty good.
CampusX - An online platforms that also has a youtube channel.
Krish Naik - Krish Naik is a data scientist and a youtuber, he has a lot of videos on AI and machine learning.
3Blue1Brown - Explore visually engaging explanations of AI concepts and algorithms.
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"Artificial Intelligence: A Modern Approach" by Stuart Russell and Peter Norvig - Dive into the comprehensive textbook that covers AI concepts, algorithms, and applications.
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"Deep Learning" by Ian Goodfellow, Yoshua Bengio, and Aaron Courville - Explore deep learning techniques and architectures.
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"Machine Learning Yearning" by Andrew Ng - Learn practical strategies for applying machine learning in real-world scenarios.
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"Pattern Recognition and Machine Learning" by Christopher M. Bishop - An excellent resource for pattern recognition and machine learning algorithms.
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"Python Machine Learning" by Sebastian Raschka and Vahid Mirjalili - A practical book that explores machine learning using Python and popular libraries like scikit-learn.
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"Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron - A practical, hands-on guide to machine learning and deep learning with popular Python libraries.
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"Machine Learning: A Probabilistic Perspective" by Kevin P. Murphy - An in-depth exploration of machine learning from a probabilistic modeling perspective.
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"Artificial Intelligence for Humans" by Jeff Heaton - This book provides an accessible introduction to various AI topics, including neural networks and genetic algorithms.
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"The Hundred-Page Machine Learning Book" by Andriy Burkov - A concise yet informative guide to essential machine learning concepts.
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"Hands-On Deep Learning Algorithms with Python" by Sudharsan Ravichandiran - A hands-on guide to implementing deep learning algorithms using Python and popular deep learning frameworks.
Data Skeptic - Listen to discussions and interviews on data science and AI topics.
Lex Fridman Podcast - Explore conversations with AI researchers, practitioners, and thought leaders.
Undless Thread - Explore the endless rabbithole of the internet with this podcast.
The Bot Canon - One of the best AI podcasts on Spotify, mainly each episode it takes you in a joureny to explore a book.
Partially Derivative - This podcast is kinda old but it would be a great option to listen if you didn't know yet why data science is soo hyped these days, it will blow your mind.
Voices in AI - This podcast is hosted by Byron Reese, he interviews some of the most influential people in the field of AI.
How to learn Artificial Intelligence as a Beginner
Meta Ai Blog - New inovation in AI in Meta research labs.
DeepMind Blog - DeepMind is the world leader in artificial intelligence research and its application for positive impact, their blog page is a great place to learn about the latest research in AI.
NVIDIA Blog - NVIDIA is a leader in AI computing, their blog page is a great place to learn about the latest research in AI.
Towards Data Science - Access articles, tutorials, and case studies on AI, machine learning, and data science.
AI Trends - Explore news, insights, and analysis on artificial intelligence.
MIT News - They often explore current issues and topics in AI, such as educating national security leaders on AI, computer vision systems, and medical data labelling
Feel free to explore each resource and deepen your understanding of artificial intelligence. Happy learning!