--- id: "/frontier/beginner/page/15/" title: "Frontier for beginner learners · page 15" creator: null creator_url: null creator_x: null url: "https://skillissue.dev/frontier/beginner/page/15/" level: null level_max: null category: null subcategory: null region: null license: null license_scope: null access: null models: null source_date: null date_added: null resource_kind: null verification_basis: null access_evidence: null domain_top: null domain_sub: null last_verified: null --- # Frontier for beginner learners [Beginner](/frontier/beginner/index.md) [Intermediate](/frontier/intermediate/index.md) [Advanced](/frontier/advanced/index.md) [Expert](/frontier/expert/index.md) 474 resources · page 15 of 15 - ### [Unity ML-Agents Toolkit: Getting Started Guide](/frontier/model-releases/autonomous-game-agent-behaviors-unity-ml-agents-getting-started-guide-verified-f/index.md) Creator not supplied; see original source. Unity ML-Agents getting-started guide for training game agents with reinforcement learning (docs moved to Unity packages). Beginner · unknown · unknown resource · en - ### [Trained on classified battlefield data, AI multiplies effectiveness of Ukraine's drones (Breaking Defense)](/frontier/policy-and-governance/breaking-defense-ai-trained-on-battlefield-data-boosts-ukraine-drones-mar-2025/index.md) Creator not supplied; see original source. Breaking Defense report on AI trained on classified battlefield data improving Ukrainian drone effectiveness. Beginner · unknown · unknown resource · en - ### [CityLearn: Your first simulation](/frontier/research-feeds/building-hvac-storage-control-citylearn-quickstart-verified-free-simulation-tuto/index.md) Creator not supplied; see original source. CityLearn quickstart: tutorial for running a first building-energy simulation for reinforcement-learning control. Beginner · unknown · unknown resource · en - ### [Yes, You Can Use AI in Our Interviews (Canva Engineering)](/frontier/model-releases/canva-yes-you-can-use-ai-in-our-interviews-in-fact-we-insist-2025-06-11/index.md) Creator not supplied; see original source. Canva Engineering post on redesigning technical interviews so candidates are expected to use AI tools. Beginner · unknown · unknown resource · en - ### [CapCut Articles](/frontier/model-releases/capcut-ai-resources-hub/index.md) Creator not supplied; see original source. CapCut resource hub with editing guides, templates and articles on AI design tools. Beginner · unknown · unknown resource · en - ### [Artificial Intelligence and International Affairs: Disruption Anticipated (Chatham House)](/frontier/policy-and-governance/chatham-house-artificial-intelligence-and-international-affairs-disruption-antic/index.md) Creator not supplied; see original source. Chatham House report (PDF, 2018) Artificial Intelligence and International Affairs: Disruption Anticipated. Beginner · unknown · unknown resource · en - ### [Getting Started with PyHealth](/frontier/research-feeds/clinical-ehr-mortality-prediction-getting-started-with-pyhealth-verified-free-tu/index.md) Creator not supplied; see original source. PyHealth getting-started guide for building and evaluating healthcare AI models on EHR data. Beginner · unknown · unknown resource · en - ### [AI achieves silver-medal standard solving International Mathematical Olympiad problems (Google DeepMind)](/frontier/research-feeds/deepmind-blog-ai-solves-imo-problems-at-silver-medal-level-2024/index.md) Creator not supplied; see original source. Google DeepMind post on AlphaProof and AlphaGeometry 2 reaching silver-medal level at IMO 2024. Beginner · unknown · unknown resource · en - ### [DeepChem: An Introduction to MoleculeNet](/frontier/research-feeds/drug-discovery-molecular-property-prediction-deepchem-an-introduction-to-molecul/index.md) Creator not supplied; see original source. DeepChem tutorial introducing MoleculeNet datasets for molecular property prediction in drug discovery. Beginner · unknown · unknown resource · und - ### [Khanmigo](/frontier/research-feeds/education-tutoring/index.md) Creator not supplied; see original source. Khanmigo: Khan Academy's AI tutor and teaching assistant for students and teachers. Beginner–Intermediate · unknown · unknown resource · en - ### [Autodesk Fusion tutorial: GE bracket quick start](/frontier/model-releases/generative-cad-and-lightweight-part-design-autodesk-fusion-ge-bracket-quick-star/index.md) Creator not supplied; see original source. Autodesk Fusion tutorial on running a generative design study for a GE engine bracket. Beginner · unknown · unknown resource · und - ### [iMEdD Lab: Reuters Institute on how AI could redefine journalism in 2026](/frontier/policy-and-governance/imedd-lab-reuters-institute-on-how-ai-could-redefine-journalism-in-2026/index.md) Creator not supplied; see original source. iMEdD Lab digest of the Reuters Institute's 2026 report on how AI could change journalism. Beginner · unknown · unknown resource · en|el - ### [Leonardo API docs](/frontier/model-releases/leonardo-api-docs/index.md) Creator not supplied; see original source. Leonardo.Ai API quick start: creating an API key and generating images through the API. Beginner · unknown · unknown resource · en - ### [Lychee Gen getting started](/frontier/model-releases/lychee-gen-getting-started/index.md) Creator not supplied; see original source. Lychee Gen support guide on getting started with browser-based AI 3D asset generation. Beginner · unknown · unknown resource · en - ### [matminer examples: Predicting bulk modulus](/frontier/research-feeds/materials-elastic-property-prediction-matminer-introduction-predicting-bulk-modu/index.md) Creator not supplied; see original source. Matminer example notebook predicting materials bulk modulus with machine learning. Beginner · unknown · unknown resource · und - ### [Mathematics for Machine Learning](/frontier/research-feeds/mathematics-for-machine-learning/index.md) Creator not supplied; see original source. Mathematics for Machine Learning book site by Deisenroth, Faisal and Ong, with free PDF on linear algebra, calculus and probability. Beginner · unknown · unknown resource · en - ### [Midjourney docs: Prompt Basics](/frontier/model-releases/midjourney-docs-prompt-basics/index.md) Creator not supplied; see original source. Midjourney help-centre article on prompt basics for writing image generation prompts. Beginner · unknown · unknown resource · en - ### [MIT 18.06 Linear Algebra (Strang)](/frontier/research-feeds/mit-18-06-linear-algebra-strang/index.md) Creator not supplied; see original source. MIT OpenCourseWare 18.06 Linear Algebra by Gilbert Strang, with video lectures, notes and problem sets. Beginner · unknown · unknown resource · en - ### [Oklahoma State Library: publisher AI policies](/frontier/policy-and-governance/oklahoma-state-library-publisher-ai-policies/index.md) Creator not supplied; see original source. Oklahoma State University Library guide listing academic publishers' policies on AI use in research and writing. Beginner · unknown · unknown resource · en - ### [armory-library: Getting Started](/frontier/research-feeds/open-defence-research-perception-robustness-assurance-armory-library-getting-sta/index.md) Creator not supplied; see original source. Armory-library getting-started guide: Python library for evaluating adversarial robustness of ML models. Beginner · unknown · unknown resource · en - ### [robomimic: Getting Started](/frontier/research-feeds/robot-arm-imitation-learning-robomimic-getting-started-verified-free-simulated-m/index.md) Creator not supplied; see original source. robomimic getting-started guide with a quickstart notebook for training imitation-learning policies on robot arms. Beginner · unknown · unknown resource · und - ### [Introduction to TorchGeo](/frontier/research-feeds/satellite-land-cover-segmentation-introduction-to-torchgeo-verified-free-geospat/index.md) Creator not supplied; see original source. TorchGeo introductory tutorial on loading geospatial datasets and training land-cover segmentation models. Beginner · unknown · unknown resource · en - ### [SomosNLP](/frontier/policy-and-governance/somosnlp/index.md) Creator not supplied; see original source. SomosNLP: community of Spanish speakers working on NLP, with learning resources and collaborative projects. Beginner · unknown · unknown resource · es - ### [Stanford HAI AI Index](/frontier/annual-reports/stanford-hai-ai-index/index.md) Creator not supplied; see original source. Stanford HAI AI Index: annual report with data on AI research, technical performance, economy and policy. Beginner–Expert · unknown · unknown resource · en - ### [Synthesia Academy](/frontier/model-releases/synthesia-academy/index.md) Creator not supplied; see original source. Synthesia Academy: online courses on creating AI avatar videos with Synthesia. Beginner–Intermediate · unknown · unknown resource · en - ### [Copyright and Artificial Intelligence, Part 2: Copyrightability (US Copyright Office)](/frontier/model-releases/us-copyright-office-copyright-and-ai-part-2-copyrightability-jan-2025/index.md) Creator not supplied; see original source. US Copyright Office report (PDF, January 2025) Copyright and AI Part 2 on copyrightability of AI-generated output. 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