Deep Learning
Neural networks from the ground up, through CNNs, RNNs and transformers.
Beginner
Start here. No background needed beyond school maths.
Artificial Intelligence for Beginners
Microsoft's 12-week, 24-lesson curriculum covering symbolic AI, neural networks, computer vision and NLP with TensorFlow and PyTorch.
Microsoft
But What Is a Neural Network?
The first chapter of 3Blue1Brown's series: a neural network that reads handwritten digits, explained piece by piece.
3Blue1Brown
Gradient Descent, How Neural Networks Learn
Chapter 2 of 3Blue1Brown's series: what it means for a network to learn and how gradient descent does it.
3Blue1Brown
Kaggle Learn: Intro to Deep Learning
Build and train neural networks with Keras: stochastic gradient descent, overfitting, dropout and batch normalisation.
Kaggle
Neural Networks (3Blue1Brown)
The best-known visual introduction to how neural networks learn, from neurons and layers to backpropagation and transformers.
3Blue1Brown
The Essential Main Ideas of Neural Networks
Opens up a tiny neural network and shows what each part does using simple numbers instead of heavy maths.
StatQuest with Josh Starmer
Advanced
Once the basics are comfortable.
Stanford CME295 Transformers & LLMs | Fall 2026
A video from Stanford University on Stanford CME295 Transformers & LLMs | Fall 2026. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Stanford University
How to Maximize Memory Efficiency and Reduce Costs on NVIDIA Jetson
A video from NVIDIA on How to Maximize Memory Efficiency and Reduce Costs on NVIDIA Jetson. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
A new quantum toolkit for optimization
An article from Google Research on A new quantum toolkit for optimization. Best once you are comfortable with the basics of Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Stanford CME295 Transformers & LLMs | Autumn 2026
A video from Stanford University on Stanford CME295 Transformers & LLMs | Autumn 2026. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Stanford University
Unlocking health insights: Estimating advanced walking metrics with smartwatches
An article from Google Research on Unlocking health insights: Estimating advanced walking metrics with smartwatches. Best once you are comfortable with the basics of Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications
An article from Google (TensorFlow) on Introducing Wake Vision: A High-Quality, Large-Scale Dataset for TinyML Computer Vision Applications. Best once you are comfortable with the basics of Deep Learning. It opens on the publisher's site in a new tab.
Google (TensorFlow)
MLSysBook.AI: Principles and Practices of Machine Learning Systems Engineering
An article from Google (TensorFlow) on MLSysBook.AI: Principles and Practices of Machine Learning Systems Engineering. Best once you are comfortable with the basics of Deep Learning. It opens on the publisher's site in a new tab.
Google (TensorFlow)
What's new in TensorFlow 2.18
An article from Google (TensorFlow) on What's new in TensorFlow 2.18. Best once you are comfortable with the basics of Deep Learning. Includes worked code you can follow along with. It opens on the publisher's site in a new tab.
Google (TensorFlow)
Deep Dive into LLMs like ChatGPT
A video from Andrej Karpathy on Deep Dive into LLMs like ChatGPT. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Andrej Karpathy
What's new in TensorFlow 2.19
An article from Google (TensorFlow) on What's new in TensorFlow 2.19. Best once you are comfortable with the basics of Deep Learning. Includes worked code you can follow along with. It opens on the publisher's site in a new tab.
Google (TensorFlow)
What's new in TensorFlow 2.20
An article from Google (TensorFlow) on What's new in TensorFlow 2.20. Best once you are comfortable with the basics of Deep Learning. Includes worked code you can follow along with. It opens on the publisher's site in a new tab.
Google (TensorFlow)
How to Deploy a Standalone VLM Kiosk on NVIDIA Jetson with Codex
A video from NVIDIA on How to Deploy a Standalone VLM Kiosk on NVIDIA Jetson with Codex. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
How to Set Up NVIDIA Jetson for Remote AI Development with Codex
A video from NVIDIA on How to Set Up NVIDIA Jetson for Remote AI Development with Codex. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
How to Trace and Evaluate a Hermes Agent with NVIDIA NeMo Relay and Phoenix
A video from NVIDIA on How to Trace and Evaluate a Hermes Agent with NVIDIA NeMo Relay and Phoenix. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
Stanford CME295 Transformers & LLMs | Autumn 2026
A video from Stanford University on Stanford CME295 Transformers & LLMs | Autumn 2026. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Stanford University
Stanford CS153 Frontier Systems
A video from Stanford University on Stanford CS153 Frontier Systems. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Stanford University
What's New in CUDA 13.4
A video from NVIDIA on What's New in CUDA 13.4. Best once you are comfortable with the basics of Deep Learning. It plays here in the portal, and your progress is saved as you watch.
NVIDIA
Backpropagation, Intuitively
Chapter 3 of 3Blue1Brown's series: an intuitive picture of how backpropagation assigns blame to each weight.
3Blue1Brown
Deep Learning Specialization
Andrew Ng's five-course series on neural networks, tuning, structuring projects, CNNs and sequence models. Free to audit.
DeepLearning.AI (Coursera)
Hugging Face Audio Course
Apply transformers to speech and audio: classification, speech recognition and text-to-speech.
Hugging Face
MIT 6.S191: Introduction to Deep Learning
MIT's intensive bootcamp-style lectures on deep learning foundations and current topics, updated every year.
Alexander Amini (MIT)
NPTEL: Deep Learning (IIT Ropar)
Prof. Mitesh Khapra's course on feedforward networks, optimisation, CNNs, RNNs and attention.
NPTEL / IIT Ropar
Practical Deep Learning for Coders
fast.ai's free top-down course: train state-of-the-art models first, then learn how they work underneath.
fast.ai
PyTorch for Deep Learning and Machine Learning: Full Course
A hands-on PyTorch course from tensors to computer vision and custom datasets, with code for every step.
freeCodeCamp
TensorFlow 2.0 Complete Course: Python Neural Networks for Beginners
A hands-on TensorFlow and Keras course covering core ML algorithms, neural networks, CNNs, RNNs and reinforcement learning.
freeCodeCamp
The Spelled-out Intro to Neural Networks and Backpropagation: Building micrograd
Andrej Karpathy builds a tiny autograd engine from scratch so backpropagation stops being a mystery.
Andrej Karpathy
Expert
Research-level depth and specialist material.
Grounding AI agents in biological reality: Building blocks for autonomous wet labs
An article from Google Research on Grounding AI agents in biological reality: Building blocks for autonomous wet labs. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Analyzing technical documents with Deep Review
An article from Google Research on Analyzing technical documents with Deep Review. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Putting Earth AI to work: Geospatial agents for our planet's biggest challenges
An article from Google Research on Putting Earth AI to work: Geospatial agents for our planet's biggest challenges. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Research@ 2026: 10 ways we're amplifying human ingenuity
An article from Google Research on Research@ 2026: 10 ways we're amplifying human ingenuity. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
A differentially private framework for gaining insights into AI chatbot use
An article from Google Research on A differentially private framework for gaining insights into AI chatbot use. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Accelerating the magic cycle of research breakthroughs and real-world applications
An article from Google Research on Accelerating the magic cycle of research breakthroughs and real-world applications. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
ATLAS: Practical scaling laws for multilingual models
An article from Google Research on ATLAS: Practical scaling laws for multilingual models. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Beyond one-on-one: Authoring, simulating, and testing dynamic human-AI group conversations
An article from Google Research on Beyond one-on-one: Authoring, simulating, and testing dynamic human-AI group conversations. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Collaborating on a nationwide randomized study of AI in real-world virtual care
An article from Google Research on Collaborating on a nationwide randomized study of AI in real-world virtual care. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Differentially private machine learning at scale with JAX-Privacy
An article from Google Research on Differentially private machine learning at scale with JAX-Privacy. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
DS-STAR: A state-of-the-art versatile data science agent
An article from Google Research on DS-STAR: A state-of-the-art versatile data science agent. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Dynamic surface codes open new avenues for quantum error correction
An article from Google Research on Dynamic surface codes open new avenues for quantum error correction. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Exploring a space-based, scalable AI infrastructure system design
An article from Google Research on Exploring a space-based, scalable AI infrastructure system design. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Exploring the feasibility of conversational diagnostic AI in a real-world clinical study
An article from Google Research on Exploring the feasibility of conversational diagnostic AI in a real-world clinical study. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Forecasting the future of forests with AI: From counting losses to predicting risk
An article from Google Research on Forecasting the future of forests with AI: From counting losses to predicting risk. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
From Waveforms to Wisdom: The New Benchmark for Auditory Intelligence
An article from Google Research on From Waveforms to Wisdom: The New Benchmark for Auditory Intelligence. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Gemini-backed Paper Assistant Tool provides automated feedback for theoretical computer scientists at STOC 2026
A walkthrough of a research paper from Google Research on Gemini-backed Paper Assistant Tool provides automated feedback for theoretical computer scientists at STOC 2026. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Generative UI: A rich, custom, visual interactive user experience for any prompt
An article from Google Research on Generative UI: A rich, custom, visual interactive user experience for any prompt. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Google Research 2025: Bolder breakthroughs, bigger impact
An article from Google Research on Google Research 2025: Bolder breakthroughs, bigger impact. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Hard-braking events as indicators of road segment crash risk
An article from Google Research on Hard-braking events as indicators of road segment crash risk. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
How AI tools can redefine universal design to increase accessibility
An article from Google Research on How AI tools can redefine universal design to increase accessibility. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
How AI trained on birds is surfacing underwater mysteries
An article from Google Research on How AI trained on birds is surfacing underwater mysteries. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Introducing GIST: The next stage in smart sampling
An article from Google Research on Introducing GIST: The next stage in smart sampling. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Introducing Groundsource: Turning news reports into data with Gemini
An article from Google Research on Introducing Groundsource: Turning news reports into data with Gemini. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Introducing Nested Learning: A new ML paradigm for continual learning
An article from Google Research on Introducing Nested Learning: A new ML paradigm for continual learning. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
NeuralGCM harnesses AI to better simulate long-range global precipitation
An article from Google Research on NeuralGCM harnesses AI to better simulate long-range global precipitation. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Next generation medical image interpretation with MedGemma 1.5 and medical speech to text with MedASR
An article from Google Research on Next generation medical image interpretation with MedGemma 1.5 and medical speech to text with MedASR. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Protecting cities with AI-driven flash flood forecasting
An article from Google Research on Protecting cities with AI-driven flash flood forecasting. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Real-time speech-to-speech translation
An article from Google Research on Real-time speech-to-speech translation. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Reducing EV range anxiety: How a simple AI model predicts port availability
An article from Google Research on Reducing EV range anxiety: How a simple AI model predicts port availability. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Scheduling in a changing world: Maximizing throughput with time-varying capacity
An article from Google Research on Scheduling in a changing world: Maximizing throughput with time-varying capacity. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Separating natural forests from other tree cover with AI for deforestation-free supply chains
An article from Google Research on Separating natural forests from other tree cover with AI for deforestation-free supply chains. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Sequential Attention: Making AI models leaner and faster without sacrificing accuracy
An article from Google Research on Sequential Attention: Making AI models leaner and faster without sacrificing accuracy. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Small models, big results: Achieving superior intent extraction through decomposition
An article from Google Research on Small models, big results: Achieving superior intent extraction through decomposition. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Spotlight on innovation: Google-sponsored Data Science for Health Ideathon across Africa
An article from Google Research on Spotlight on innovation: Google-sponsored Data Science for Health Ideathon across Africa. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Teaching AI to read a map
An article from Google Research on Teaching AI to read a map. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Teaching LLMs to reason like Bayesians
An article from Google Research on Teaching LLMs to reason like Bayesians. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Testing LLMs on superconductivity research questions
An article from Google Research on Testing LLMs on superconductivity research questions. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Titans + MIRAS: Helping AI have long-term memory
An article from Google Research on Titans + MIRAS: Helping AI have long-term memory. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Towards a science of scaling agent systems: When and why agent systems work
An article from Google Research on Towards a science of scaling agent systems: When and why agent systems work. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
WAXAL: A large-scale open resource for African language speech technology
An article from Google Research on WAXAL: A large-scale open resource for African language speech technology. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Where wild things roam: Identifying wildlife with SpeciesNet
An article from Google Research on Where wild things roam: Identifying wildlife with SpeciesNet. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
A New Era of Discovery: Google Research at I/O 2026
An article from Google Research on A New Era of Discovery: Google Research at I/O 2026. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
AI-generated synthetic neurons speed up brain mapping
An article from Google Research on AI-generated synthetic neurons speed up brain mapping. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Building better AI benchmarks: How many raters are enough?
An article from Google Research on Building better AI benchmarks: How many raters are enough. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Catalyzing scientific impact through global partnerships and open resources
An article from Google Research on Catalyzing scientific impact through global partnerships and open resources. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
ConvApparel: Measuring and bridging the realism gap in user simulators
An article from Google Research on ConvApparel: Measuring and bridging the realism gap in user simulators. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles
An article from Google Research on Designing synthetic datasets for the real world: Mechanism design and reasoning from first principles. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Empirical Research Assistance (ERA): From Nature publication to catalyzing Computational Discovery
An article from Google Research on Empirical Research Assistance (ERA): From Nature publication to catalyzing Computational Discovery. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Evaluating alignment of behavioral dispositions in LLMs
An article from Google Research on Evaluating alignment of behavioral dispositions in LLMs. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Four ways Google Research scientists have been using Empirical Research Assistance
An article from Google Research on Four ways Google Research scientists have been using Empirical Research Assistance. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Google Research at The Check Up: from healthcare innovation to real-world care settings
An article from Google Research on Google Research at The Check Up: from healthcare innovation to real-world care settings. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Improving breast cancer screening workflows with machine learning
An article from Google Research on Improving breast cancer screening workflows with machine learning. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Improving the academic workflow: Introducing two AI agents for better figures and peer review
An article from Google Research on Improving the academic workflow: Introducing two AI agents for better figures and peer review. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
It's all about the angle: Your photos, re-composed
An article from Google Research on It's all about the angle: Your photos, re-composed. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Mapping the modern world: How S2Vec learns the language of our cities
An article from Google Research on Mapping the modern world: How S2Vec learns the language of our cities. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Private analytics via zero-trust aggregation
An article from Google Research on Private analytics via zero-trust aggregation. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
ReasoningBank: Enabling agents to learn from experience
An article from Google Research on ReasoningBank: Enabling agents to learn from experience. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Safeguarding cryptocurrency by disclosing quantum vulnerabilities responsibly
An article from Google Research on Safeguarding cryptocurrency by disclosing quantum vulnerabilities responsibly. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Towards developing future-ready skills with generative AI
An article from Google Research on Towards developing future-ready skills with generative AI. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
TurboQuant: Redefining AI efficiency with extreme compression
An article from Google Research on TurboQuant: Redefining AI efficiency with extreme compression. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Vibe Coding XR: Accelerating AI + XR prototyping with XR Blocks and Gemini
An article from Google Research on Vibe Coding XR: Accelerating AI + XR prototyping with XR Blocks and Gemini. In-depth material for learners already confident in Deep Learning. Includes worked code you can follow along with. It opens on the publisher's site in a new tab.
Google Research
A low-carbon computing platform from your retired phones
An article from Google Research on A low-carbon computing platform from your retired phones. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Accelerating Gemini Nano models on Pixel with frozen Multi-Token Prediction
An article from Google Research on Accelerating Gemini Nano models on Pixel with frozen Multi-Token Prediction. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Advancing AMIE towards expert-level audio-visual clinical consultations
An article from Google Research on Advancing AMIE towards expert-level audio-visual clinical consultations. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Empty shelves or lost keys? Recall is the bottleneck for parametric factuality
An article from Google Research on Empty shelves or lost keys? Recall is the bottleneck for parametric factuality. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Expanding our Heat Resilience data to 50+ global cities
An article from Google Research on Expanding our Heat Resilience data to 50+ global cities. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
From pixels to planning: Earth AI for nature restoration
An article from Google Research on From pixels to planning: Earth AI for nature restoration. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Introducing TabFM: A zero-shot foundation model for tabular data
An article from Google Research on Introducing TabFM: A zero-shot foundation model for tabular data. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
New framework for auditing machine unlearning
An article from Google Research on New framework for auditing machine unlearning. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Optimizing cloud economics with linear elastic caching
An article from Google Research on Optimizing cloud economics with linear elastic caching. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Research into how AI can help users understand skin conditions
An article from Google Research on Research into how AI can help users understand skin conditions. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence
An article from Google Research on Science One Framework: A verifiable autonomous research framework via Chain-of-Evidence. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
SensorFM: Towards a general intelligence and interface for wearable health data
An article from Google Research on SensorFM: Towards a general intelligence and interface for wearable health data. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
SymptomAI: Towards a conversational AI agent for everyday symptom assessment
An article from Google Research on SymptomAI: Towards a conversational AI agent for everyday symptom assessment. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
The next chapter in flood resilience: Open sourcing Google’s hydrology framework
An article from Google Research on The next chapter in flood resilience: Open sourcing Google’s hydrology framework. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
The power of collaboration: How we can reduce traffic congestion
An article from Google Research on The power of collaboration: How we can reduce traffic congestion. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Thinking to recall: How reasoning unlocks parametric knowledge in LLMs
An article from Google Research on Thinking to recall: How reasoning unlocks parametric knowledge in LLMs. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Towards a quantum computer that learns from its errors
An article from Google Research on Towards a quantum computer that learns from its errors. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Towards demystifying the creativity of diffusion models
An article from Google Research on Towards demystifying the creativity of diffusion models. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Towards passive heart health monitoring via smartphone camera
An article from Google Research on Towards passive heart health monitoring via smartphone camera. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Unlocking dependable responses with Gemini Enterprise Agent Platform’s Agentic RAG
An article from Google Research on Unlocking dependable responses with Gemini Enterprise Agent Platform’s Agentic RAG. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
[GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models
An explainer from Yannic Kilcher on [GRPO Explained] DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models. In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
[Paper Analysis] On the Theoretical Limitations of Embedding-Based Retrieval (Warning: Rant)
A walkthrough of a research paper from Yannic Kilcher on [Paper Analysis] On the Theoretical Limitations of Embedding-Based Retrieval (Warning: Rant). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
[Paper Analysis] The Free Transformer (and some Variational Autoencoder stuff)
A walkthrough of a research paper from Yannic Kilcher on [Paper Analysis] The Free Transformer (and some Variational Autoencoder stuff). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
2026 BAIR Graduate Showcase
An article from UC Berkeley (BAIR) on 2026 BAIR Graduate Showcase. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
A connectomics milestone: Mapping the complete male fruit fly brain
An article from Google Research on A connectomics milestone: Mapping the complete male fruit fly brain. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling
An article from UC Berkeley (BAIR) on Adaptive Parallel Reasoning: The Next Paradigm in Efficient Inference Scaling. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
AgentHands: Generating interactive hand gestures for spatially grounded agent conversations in XR
An article from Google Research on AgentHands: Generating interactive hand gestures for spatially grounded agent conversations in XR. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
An AI tool for prioritizing candidate biomarkers from wearable sensor data
An article from Google Research on An AI tool for prioritizing candidate biomarkers from wearable sensor data. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train
An article from Google Research on Bypassing inference bottlenecks: Accelerating complex AI search with Retrieve-for-Train. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Context Rot: How Increasing Input Tokens Impacts LLM Performance (Paper Analysis)
A walkthrough of a research paper from Yannic Kilcher on Context Rot: How Increasing Input Tokens Impacts LLM Performance (Paper Analysis). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
Energy-Based Transformers are Scalable Learners and Thinkers (Paper Review)
A walkthrough of a research paper from Yannic Kilcher on Energy-Based Transformers are Scalable Learners and Thinkers (Paper Review). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
From CUDA to MLX: How K-Search Brings Decades of Kernel Expertise to Apple Silicon
An article from UC Berkeley (BAIR) on From CUDA to MLX: How K-Search Brings Decades of Kernel Expertise to Apple Silicon. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
GlucoFM: Foundation model for continuous glucose monitoring
An article from Google Research on GlucoFM: Foundation model for continuous glucose monitoring. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Gradient-based Planning for World Models at Longer Horizons
An article from UC Berkeley (BAIR) on Gradient-based Planning for World Models at Longer Horizons. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
How I use LLMs
A video from Andrej Karpathy on How I use LLMs. In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Andrej Karpathy
How mobility gives language models a deeper understanding of place
An article from Google Research on How mobility gives language models a deeper understanding of place. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Identifying Interactions at Scale for LLMs
An article from UC Berkeley (BAIR) on Identifying Interactions at Scale for LLMs. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
Information-Driven Design of Imaging Systems
An article from UC Berkeley (BAIR) on Information-Driven Design of Imaging Systems. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
Intelligence is Free, Now What? Data Systems for, of, and by Agents
An article from UC Berkeley (BAIR) on Intelligence is Free, Now What? Data Systems for, of, and by Agents. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
Mapping global methane emissions from space with deep learning
An article from Google Research on Mapping global methane emissions from space with deep learning. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
MilleMiglia: A realistic instance generator for middle-mile logistics
An article from Google Research on MilleMiglia: A realistic instance generator for middle-mile logistics. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Planetary prediction engine: Automating global models via Earth AI
An article from Google Research on Planetary prediction engine: Automating global models via Earth AI. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
RL without TD learning
An article from UC Berkeley (BAIR) on RL without TD learning. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
Seeing beyond BMI: Estimating cardiometabolic risk with smartphone imagery
An article from Google Research on Seeing beyond BMI: Estimating cardiometabolic risk with smartphone imagery. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction
An article from UC Berkeley (BAIR) on Teaching LLMs to Update Beliefs for Efficient Long-Horizon Interaction. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
The future of practice: Enabling teachers to create learning interactives with generative UI
An article from Google Research on The future of practice: Enabling teachers to create learning interactives with generative UI. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
TiDAR: Think in Diffusion, Talk in Autoregression (Paper Analysis)
A walkthrough of a research paper from Yannic Kilcher on TiDAR: Think in Diffusion, Talk in Autoregression (Paper Analysis). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
TimesFM-3: A zero-shot foundation model for multivariate forecasting
An article from Google Research on TimesFM-3: A zero-shot foundation model for multivariate forecasting. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Titans: Learning to Memorize at Test Time (Paper Analysis)
A walkthrough of a research paper from Yannic Kilcher on Titans: Learning to Memorize at Test Time (Paper Analysis). In-depth material for learners already confident in Deep Learning. It plays here in the portal, and your progress is saved as you watch.
Yannic Kilcher
ToolGrad: Efficient tool-use dataset generation with textual "gradients"
An article from Google Research on ToolGrad: Efficient tool-use dataset generation with textual "gradients". In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Transfer learning for genomic prediction in underrepresented populations
An article from Google Research on Transfer learning for genomic prediction in underrepresented populations. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
What exactly does word2vec learn?
An article from UC Berkeley (BAIR) on What exactly does word2vec learn. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
UC Berkeley (BAIR)
Automating coherent long-form video generation
An article from Google Research on Automating coherent long-form video generation. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Does better work always mean better workers?
An article from Google Research on Does better work always mean better workers. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
How Diffusion Controller unifies and simplifies AI image generation
An article from Google Research on How Diffusion Controller unifies and simplifies AI image generation. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle
An article from Google Research on Open and Emergent Problems in Agentic Privacy and Security: A Contextual Angle. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Toward provably private learning from federated data
An article from Google Research on Toward provably private learning from federated data. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Unlocking Earth AI’s planetary geospatial foundation models for global public health
An article from Google Research on Unlocking Earth AI’s planetary geospatial foundation models for global public health. In-depth material for learners already confident in Deep Learning. It opens on the publisher's site in a new tab.
Google Research
Deep Learning (Goodfellow, Bengio, Courville)
The reference textbook on deep learning theory, free to read online from the authors.
MIT Press
Dive into Deep Learning
An interactive open-source book with runnable code for every concept, from linear networks to transformers.
Zhang, Lipton, Li and Smola
Neural Networks: Zero to Hero
Karpathy's series that builds neural networks and language models from scratch in code, up to a working GPT.
Andrej Karpathy
Understanding Deep Learning
Simon Prince's modern deep learning textbook with clear figures and notebooks, free as a PDF.
Simon J.D. Prince (MIT Press)