Frontier for beginner learners
474 resources · page 15 of 15
Unity ML-Agents Toolkit: Getting Started Guide
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Unity ML-Agents getting-started guide for training game agents with reinforcement learning (docs moved to Unity packages).
Trained on classified battlefield data, AI multiplies effectiveness of Ukraine's drones (Breaking Defense)
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Breaking Defense report on AI trained on classified battlefield data improving Ukrainian drone effectiveness.
CityLearn: Your first simulation
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CityLearn quickstart: tutorial for running a first building-energy simulation for reinforcement-learning control.
Yes, You Can Use AI in Our Interviews (Canva Engineering)
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Canva Engineering post on redesigning technical interviews so candidates are expected to use AI tools.
CapCut Articles
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CapCut resource hub with editing guides, templates and articles on AI design tools.
Artificial Intelligence and International Affairs: Disruption Anticipated (Chatham House)
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Chatham House report (PDF, 2018) Artificial Intelligence and International Affairs: Disruption Anticipated.
Getting Started with PyHealth
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PyHealth getting-started guide for building and evaluating healthcare AI models on EHR data.
AI achieves silver-medal standard solving International Mathematical Olympiad problems (Google DeepMind)
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Google DeepMind post on AlphaProof and AlphaGeometry 2 reaching silver-medal level at IMO 2024.
DeepChem: An Introduction to MoleculeNet
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DeepChem tutorial introducing MoleculeNet datasets for molecular property prediction in drug discovery.
Khanmigo
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Khanmigo: Khan Academy's AI tutor and teaching assistant for students and teachers.
Autodesk Fusion tutorial: GE bracket quick start
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Autodesk Fusion tutorial on running a generative design study for a GE engine bracket.
iMEdD Lab: Reuters Institute on how AI could redefine journalism in 2026
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iMEdD Lab digest of the Reuters Institute's 2026 report on how AI could change journalism.
Leonardo API docs
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Leonardo.Ai API quick start: creating an API key and generating images through the API.
Lychee Gen getting started
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Lychee Gen support guide on getting started with browser-based AI 3D asset generation.
matminer examples: Predicting bulk modulus
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Matminer example notebook predicting materials bulk modulus with machine learning.
Mathematics for Machine Learning
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Mathematics for Machine Learning book site by Deisenroth, Faisal and Ong, with free PDF on linear algebra, calculus and probability.
Midjourney docs: Prompt Basics
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Midjourney help-centre article on prompt basics for writing image generation prompts.
MIT 18.06 Linear Algebra (Strang)
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MIT OpenCourseWare 18.06 Linear Algebra by Gilbert Strang, with video lectures, notes and problem sets.
Oklahoma State Library: publisher AI policies
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Oklahoma State University Library guide listing academic publishers' policies on AI use in research and writing.
armory-library: Getting Started
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Armory-library getting-started guide: Python library for evaluating adversarial robustness of ML models.
robomimic: Getting Started
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robomimic getting-started guide with a quickstart notebook for training imitation-learning policies on robot arms.
Introduction to TorchGeo
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TorchGeo introductory tutorial on loading geospatial datasets and training land-cover segmentation models.
SomosNLP
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SomosNLP: community of Spanish speakers working on NLP, with learning resources and collaborative projects.
Stanford HAI AI Index
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Stanford HAI AI Index: annual report with data on AI research, technical performance, economy and policy.
Synthesia Academy
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Synthesia Academy: online courses on creating AI avatar videos with Synthesia.
Copyright and Artificial Intelligence, Part 2: Copyrightability (US Copyright Office)
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US Copyright Office report (PDF, January 2025) Copyright and AI Part 2 on copyrightability of AI-generated output.