“The question of whether a computer can think is no more interesting than the question of whether a submarine can swim.” – Edsger Dijkstra
Reading List – Papers
Attention is all you need – paper
Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities. – paper
A few useful things about Machine learning – paper
Dall-E – denoising diffusion – paper
Learning lists – YouTube
Deeplearning AI
From Andrew Ng’s team. Offers structured courses, interviews, and practical tutorials. Great foundation for beginners to intermediate learners.
https://www.youtube.com/@DeepLearningAI
Two Minute Papers
Bite-sized videos explaining the latest AI/ML papers in plain language. Fun, fast, and surprisingly deep for quick research updates.
https://www.youtube.com/@TwoMinutePapers
3Blue1Brown
Stunning visual explanations of math and neural networks. Especially good for grasping backpropagation, linear algebra, and calculus intuitively.
https://www.youtube.com/@3blue1brown
StatQuest with Josh Starmer
Makes statistics and ML algorithms incredibly easy to understand. Ideal for demystifying confusing concepts like p-values, logistic regression, etc.
https://www.youtube.com/@statquest
Yannic Kilcher
AI research paper explainers with technical depth and opinions. Follow if you want to keep up with cutting-edge ML developments.
https://www.youtube.com/@YannicKilcher
Andrej Karpathy
Deep, clear AI explainers from a Tesla & OpenAI veteran. Karpathy breaks down complex topics like transformers & neural nets with code and intuition. Great for devs & learners staying sharp on ML, LLMs, and deep learning trends.
https://www.youtube.com/@AndrejKarpathy
Matt Wolfe
Tech/AI news, tutorials, and tool reviews. Covers what’s new, practical uses of AI, monetization, and how individuals & creators can use AI tools to build and learn. Good mix of strategy + hands‑on.
https://www.youtube.com/@mreflow
Sebastian Raschka
ML / Deep Learning education from a researcher‑practitioner. He covers theory + code, like LM/LLM construction, PyTorch, model training, and best practices. Excellent for developers wanting solid foundations.
https://www.youtube.com/c/SebastianRaschka
Jason West
Focuses on exploring AI tools and maximizing ChatGPT’s capabilities. Jason tests out the latest AI software, gives tips for tools and workflows. Good for staying current with emerging AI apps and real‑world use cases.
https://www.youtube.com/@JWestdigital
Futurepedia
Curated AI tools & tutorials + “how‑to” guides for beginners & pros. Videos showcase new tools, tool comparisons, prompts, and ways to use AI in daily/work life. Great for staying current with practical AI innovations.
https://www.youtube.com/@futurepedia_io
Jeremy Howard
Deep dive educator on AI & machine learning. He is one of the people behind fast.ai; his content includes full courses, theory + practical projects, plus thoughts on AI’s future and research applications. Great if you want solid foundations.
https://www.youtube.com/@howardjeremyp
Tina Huang
Offers beginner‑friendly AI content: building agents (even no‑code), 101 AI apps, practical tips to use AI in daily life and learning. Clear, energetic tutorials + tool demos.
https://www.youtube.com/@TinaHuang1
Jeff Su
Focused on mastering AI tools & prompts, productivity hacks, and doing more with less. Jeff Su breaks down how to work smarter with AI agents, prompt formulas, hidden features—perfect for creators & professionals who want efficient workflows.
https://www.youtube.com/@JeffSu
Sentdex
Deep technical learning: Python tutorials, ML & data science, finance, robotics, etc. Sentdex goes beyond basics, showing how to build actual projects & tools, making it great for learners who want hands‑on understanding
https://www.youtube.com/sentdex
AI Advantage
Practical AI tutorials, tool‑tips, and workflows you can use now. The channel focuses on beginners → intermediate users: getting started with ChatGPT, AI art with Midjourney, concrete tools & weekly updates to build your AI toolkit.
https://www.youtube.com/@aiadvantage
The AI Grid
Covers AI news, research, ML & NLP concepts, and ethical implications. Mixes theoretical work with practical applications, helping viewers stay on top of the AI field’s rapid advances. Good for both enthusiasts & tech professionals.
https://www.youtube.com/@TheAiGrid
Learning lists – Courses
How transformer LLMs work – Deeplearning.ai course
Course Fast AI – https://course.fast.ai/
AI for Beginners (Microsoft) – https://microsoft.github.io/AI-For-Beginners/
Google “Learn AI Skills” – https://ai.google/learn-ai-skills/
IBM AI Product Manager Professional Certificate – https://www.coursera.org/professional-certificates/ibm-ai-product-manager
AI Product Management Specialization (Duke / Coursera) – https://www.coursera.org/specializations/ai-product-management-duke
Designing & Building AI Products & Services (MIT xPRO) – https://executive-ed.xpro.mit.edu/designing-building-ai-products-services
Learning lists – Books
Artificial Intelligence: A Modern Approach, Stuart Russell and Peter Norvig – https://aima.cs.berkeley.edu
Understanding Deep Learning – https://udlbook.github.io/udlbook