AI101 - Hands-on

    Text

  1. Google translate , How It Works
  2. Traditional Natural Language Processing Rosette , OnToText , Deep Pavlov , Epsilon Sys , HuggingFace , Allen NLP , Stanford NLP , Explosion.AI - Spacy NER , Dandelion NER , How It Works
  3. Google Knowledge Graph , 101 , How It Works , 2
  4. Large Language Models ChatGPT , Perplexity.AI , Google AI Studio , Google NotebookLM , HuggingFace - SmolLM3-3B-WebGPU , Google Gemini , z.ai Anthropic Claude , DeepSeek v3 , How It Works , PromptBook ,
  5. Write With Transformer , How It Works , 2 , 3 , 4 (BERT) , How It Works
  6. Text to Image MagicQuill , Google Labs - Image-FX , Tencent - Flux-Mini , Stability.AI , Clipdrop - Text to Image , PromptHero - Landscape Prompts , Freepik , Vecteezy , Google Gemini , Freepik - AI Image Generator , Nvidia - Sana , How It Works (Annotated) , 2 , List of tools for creating prompts for AI text-to-image generators ,
  7. Image to Image PhotoMaker , PhotoMaker , How It Works , 2
  8. Text To Video Runway.ML Gen-2 , Sample Footages , How It Works

    Image

  9. Alibaba Qwen Chat
  10. molmo2-8b (date/time) , UnSplash Images - Cars , UnSplash Images - Clocks & Calendars
  11. Image To Image Multiple angles 3D camera
  12. Image To Video LTX-2.3: Fast Audio-Video Generation
  13. Image - Segmentation

  14. Synthetic Data (to test Fake News Detection algorithms) GAN - This Person Does Not Exist , GAN - This X Does Not Exist , How It Works , 2
  15. Single Digit Handwriting
  16. Google Labs Whisk
  17. AutoDraw , Google Quickdraw , How It Works , 2
  18. Remove Image Background removal.ai , remove.bg
  19. Floorplan (Stanislas Chaillou)
  20. StreetClip

    Video (requires WebCam)

  21. PoseNet , BodyPix , Pose based Video Retrieval , How It Works , MeshCapade - How It Works , YouTube - Avantgardey - Money, Money, Money Song by ABBA , YouTube - GD X TAEYANG 'Good Boy' mirrored Dance Practice , YouTube - BTS Fire , YouTube - THE UMBRELLA ACADEMY "Dance Scene" (2019) , YouTube - Saja Boys - Soda Pop , YouTube - Dance - APT 1 , YouTube - Dance - APT 2 ,
  22. 3D PoseNet , demo 2 , How It Works , 2
  23. Google Creative Lab - PoseNet
  24. Pose Animator
  25. DINO-X: Image Segmentation
  26. Google MediaPipe mediapipe , MediaPipe FaceMesh Tracking , MediaPipe Hand Tracking , HandTrack , How It Works , 2 , 3 , 4 mediapipe-for-dummies , hand tracking code ,

    Audio - Speech / Music

  27. Text-To-Speech Hume.AI (voice designer) , ElevenLabs (music) , Fish Audio (voice tags) , LazyBord (cantonese) , Google Gemini TTS , Natural Readers , How It Works 1
  28. Text-To-Song AceMusic.ai , Suno , Jammable , Mureka.AI , Music.FX , SongGenerator , Ace-Step-v1.5 (custom) , HeartMuLa , How It Works , Text-to-Music samples with prompts , music audio generators ,
  29. Text-To-Sound Effects ElevenLabs
  30. Yamaha vocaloid
  31. AI Cover Sun YanZi - Mayday , Sun YanZi - Love Story ,
  32. ElevenLabs - video-to-music

    Vibe Coding

  33. z.ai GLM4.5 BattleShip , Space Invaders , Artillery Simulator Game , PokeDex , How It Works

    3D

  34. Tripo3D.ai (image to 3D) , UnSplash Image - Stuffed Animals , UnSplash Image - Lego
  35. WorldLabs.ai (image to 3D)
  36. Tencent - Hunyuan3D-2 (image to 3D)
  37. Tencent - (text to motion)
  38. Marble World Labs (world model)

    Reading Material

  39. DSTA Medium Page , AI Generated Content MindMap
  40. Google Skills
  41. Steve Blank - Mission Model Canvas
  42. Andrej Karpathy: Software Is Changing (Again) Unveils Software 3.0 a paradigm where LLMs are the new computers, programmed with prompts instead of code. The key: developers must now master coding, training, and prompting as AI becomes the heart of software building
  43. Richard Sutton, The OaK Architecture: A Vision of SuperIntelligence from Experience Unveils the OaK (Options and Knowledge) architecture a model-based RL framework for continual intelligence, where every component learns, meta-learns & builds hierarchical abstractions
  44. Andrew Ng: State of AI Agents Highlights one of the most pressing topics of 2025 agents, explaining why most effective AI agents rely on simple, linear workflows built from modular Lego-brick tasks + what predicts AI startup success in the new agent era
  45. Machine Learning for Everyone
  46. Deep Learning Book
  47. Stanford CS229 - Machine Learning Course , CS231n: Convolutional Neural Networks for Visual Recognition , CS146S: The Modern Software Developer , AI Software Development: From First Prompt to Production Code , mihail911/modern-software-dev-assignments
  48. CV Detailed Guide to Understand and Implement ResNets , Start Here with Computer Vision, Deep Learning, and OpenCV
  49. Google Machine Learning Crash Course
  50. Machine Learning Systems Design
  51. Machine Learning Visual Notes
  52. Stanford Speech and Language Processing
  53. Tools and Resources for AI Art
  54. Awesome AI/ML
  55. Yann Lecun , Deep Learning Hardware: Past, Present, and Future
  56. [Jobs] When tech writes the story, do we still need the press?
  57. [Jobs] Simon Sinek - What Jobs Are Affected By AI?
  58. [Jobs] AI-generated music sparks industry concern
  59. [Jobs] AI-generated models shake up the fashion industry and raise concerns
  60. [Jobs] Zapier - From AI-friendly to AI-first: How Zapier is transforming hiring and onboarding
  61. Anthropic CEO Dario Amodei: AI's Potential, OpenAI Rivalry, GenAI Business, Doomerism
  62. [Applications] Re-Work
  63. [Research] Two Minute Papers

    Hands-on

  64. Google machine-learning crash-course
  65. 100 Days of Machine Learning Coding
  66. AI in the Browser
  67. AI-Tutorials/Implementations and Notebooks
  68. E.L.I.Z.A. Talking
  69. PYImageSearch - Python & CV
  70. Google AI Experiments
  71. Google NotebookLM
  72. Google TeachableMachine (recognise image, audio, pose)
  73. Knowledge Graph - Mine Information from Text
  74. Fast.AI Practical Deep Learning for Coders , Book
  75. Information Visualization
  76. Image To Image , Tensorflow Pix2Pix , How It Works
  77. Transformer-explainer
  78. creativitywith.ai
  79. Clipdrop - Stable Diffusion
  80. Stable Diffusion - Cloud-Services BaseTen , RunComfy , Replicate , RunDiffusion , RunPod , ThinkDiffusion ,
  81. Stable Diffusion - ComfyUI OpenArt.AI Templates , OpenArt.AI Contest-Winners , OpenArt.AI Templates ,

    Others

  82. Meta AI demos
  83. Digital Humans HugginFace Sad Talker , HeyGen , synthesia.io , D-ID Chat , DeepMotion , Leonardo.AI , shakker.AI , Unreal Metahuman , How It Works , 2 , 3 , LivePortrait , LivePortrait Demo 1 , LivePortrait Demo 2
  84. prodi.gy named-entity-recognition
  85. ML5js
  86. Oxford - Visual Geometry Group
  87. GAN Lab
  88. Machine Learning Canvas
  89. Artificial Intelligence for Humanitarian Assistance and Disaster Response (HADR) Workshop @ NeurIPS 2019
  90. TensorFlow JS
  91. 3D Mapping - Drone Skydio (SketchFab), Birmingham (SketchFab)
  92. Docubase Tools
  93. 2D photo to 3D NeRF in the Wild - Neural Radiance Fields for Unconstrained Photo Collections
  94. MLOps Community
  95. Google Maps 3D , 2
  96. Google Streeview , 2
  97. HTML Colors HTML Color Codes

    Datasets

  98. Exploring 12 Million of the 2.3 Billion Images Used to Train Stable Diffusion's Image Generator , Exploring the training data behind Stable Diffusion
  99. DataSetList Machine Learning
  100. Google Dataset Search
  101. AMiner Datasets
  102. CV - Event Recognition in Aerial Videos
  103. Benchmarking Measuring the Progress of AI Research , Github , Chatbot Arena , Artificial Analysis ,
  104. Synthetic Data MakeSense.AI (label photos)
  105. Microsoft Designer (sign-in with Microsoft account)
  106. Sample Sounds Google AudioSet , FreeSound , LAION Audio Dataset Project , VGG-Sound , AudioCaps , WavCaps ,
  107. Sample Text Chinese News - ZaoBao
  108. Sample Video FreePik - People , FreePik - Nature , PictoGraphic , UnSplash , PixaBay , Pexels , StockSnap.io , PicJumbo , Flickr , Adobe Stock Collection , Shopify Burst ,
  109. Sample Videos for PoseNet Dance Videos for PoseNet 1 , Dance Videos for PoseNet 2 , Billie Eilish my strange addiction / Amy Park Choreography , Meghan Trainor - NO / Learner's Class , Maroon 5 - Memories / Woomin Jang Choreography for PoseNet 3