AI & Machine Learning

3Blue1Brown

5M+ subs - Math intuition

Provides the mathematical intuition and geometric visualization of neural networks that coding tutorials often skip.

AI Explained

500K+ subs - Model analysis

Analyzes release notes of new models to benchmark reasoning capabilities for strategic decision-making.

AI Weekly

Broad AI news overview

A broad overview of AI news and resources.

AWS Machine Learning Blog

ML deployment at scale

Provides the blueprint for deployment at scale, focusing on silicon (Inferentia/Trainium), Bedrock integrations, and cost-optimization.

Alpha Signal

Top AI papers & repos ranked

Uses algorithms to curate the most discussed papers and repositories to identify the top signal from the noise.

Andrej Karpathy

1M+ subs - LLMs from scratch

Engineer-to-engineer communication demystifying the black box of LLMs by building them from scratch.

AssemblyAI

100K+ subs - Audio ML

High-utility tutorials on audio intelligence, speech-to-text, and multimodal model integration.

BAIR Blog

Academic AI frontier

Unfiltered insights into the academic frontier, offering previews of techniques like Low-Rank Adaptation months before commercial adoption.

Ben's Bites

Daily AI product launches

A daily digest of AI product launches and tools, known for being highly readable and snackable.

ChinAI

China AI developments translated

Dedicated to translating and analyzing AI developments from China, offering a crucial geopolitical perspective.

Data Machina

ML/AI research deep dives

A deep dive into ML/AI research, focusing on code and datasets.

Deep Learning Weekly

Deep learning techniques & apps

Focuses specifically on deep learning techniques and industry applications.

DeepLearning.AI

500K+ subs - MLOps courses

The institutional backbone offering curriculum-based deep dives into MLOps, semantic search, and prompt engineering.

Distill

Interactive ML explainabil

The gold standard in explainability, using interactive visualizations to explain neural network interpretability.

Google DeepMind Blog

AGI pursuit & science

Focuses on the pursuit of AGI through reinforcement learning and scientific discovery (e.g., AlphaFold), bridging AI and hard sciences.

Google Research Blog

Algorithm & NLP work

Covers algorithmic work including Search, NLP, and ethical deployment, often foreshadowing features for Android or Workspace.

Hugging Face Blog

Open-source AI community

The heartbeat of the open-source AI community, providing technical roadmaps for fine-tuning, quantization, and local inference.

Import AI

AI policy & safety insights

Provides an insider view focused on the societal, geopolitical, and safety ramifications of AI alongside technical progress.

Jeremy Howard (fast.ai)

Top-down ML teaching

Promotes a top-down teaching philosophy, democratizing deep learning without heavy math prerequisites.

KDnuggets

Data science aggregator

A high-level aggregator and industry pulse check covering Data Science fundamentals, career trends, and software comparisons.

Krish Naik

800K+ subs - Interview prep

Highly tactical content covering specific libraries, deployment strategies, and interview questions.

Last Week in AI

Comprehensive AI weekly digest

A comprehensive weekly digest curated by researchers, instrumental in tracking the evolution from chatbots to autonomous agents.

MIT News (CSAIL)

Deep science computing

Publishes breakthroughs redefining computing boundaries, such as Liquid Neural Networks and robotics, providing deep science context.

Machine Learning Mastery

Practitioner tutorials

Tutorials and educational content for practitioners.

Machine Learning Mastery

Applied ML tutorials

A valuable educational resource deconstructing complex papers into executable Python code, focusing on applied ML and from scratch implementations.

MarkTechPost

arXiv paper digests

Provides rapid digestion of arXiv papers and breaking news, summarizing complex research into readable briefs for AI professionals.

OpenAI Research Blog

Generative AI advancements

The central node for architectural advancements in generative AI, focusing on reasoning models, multimodal safety, and alignment research.

Robert Miles AI Safety

AI alignment focus

Focuses exclusively on the alignment problem and the engineering challenges of AI safety.

Sentdex

1.2M+ subs - Practical agents

Focuses on the messy reality of implementation, robotics, and practical agents.

Siraj Raval

Pop-culture AI education

High-energy, pop-culture-infused explanations serving as a top-of-funnel entry point for younger audiences.

StatQuest

1.3M+ subs - Stats simplified

Breaks down complicated Statistics and Machine Learning concepts into small, bite-sized pieces.

TLDR AI

Daily AI tools & releases

A daily volume play ensuring subscribers miss nothing, excellent for discovering new tools and diverse model releases.

The Batch

Academic-grade AI analysis

Offers measured, academic-grade analysis of new papers and models, alongside context on hardware and the AI regulatory landscape.

The Rundown AI

AI tools & productivity updates

Focuses on the utility side of the AI boom, offering updates on tools, prompts, and productivity enhancements.

The Sequence

ML interviews & education

Offers insider interviews and educational deep dives into ML concepts.

Two Minute Papers

1.5M+ subs - Research viz

The quintessential research aggregator pairing dry arXiv papers with visually arresting simulations.

Yannic Kilcher

200K+ subs - Paper reviews

Critical peer reviews of AI papers, exposing benchmarking flaws and discussing AI safety ethics.