Structured educational programmes and skill-development resources covering artificial intelligence, machine learning, blockchain, spatial computing, and related technologies. These include MOOCs, short courses, university programmes, professional certifications, and self-directed learning materials that build practitioner capacity across technical and non-technical audiences.
Semantic Classification
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- Generative AI Resources:
- Generative AI course: A course that provides an introduction to generative AI and explores its applications.
- Little book of deep learning: A book that covers the basics of deep learning.
- Machine vision youtube series: A series of YouTube videos that focus on machine vision.
- Almost any machine learning free book: A collection of machine learning books available for free.
- Introduction to Generative AI | Google Cloud Skills Boost: An introductory course on generative AI provided by Google Cloud Skills Boost.
- CS50’s Introduction to Artificial Intelligence with Python | Harvard University: A course offered by Harvard University that covers the fundamentals of artificial intelligence using Python.
- Generative AI is a tool in service of humanity (linkedin.com): A LinkedIn Learning course that explores the ethical implications of generative AI.
- [Generative AI for Everyone
- DeepLearning.AI](https://www.deeplearning.ai/courses/generative-ai-for-everyone/): A course that provides a comprehensive introduction to generative AI.
- Generative AI with Large Language Models | Coursera: A Coursera course that focuses on generative AI using large language models.
- Statistics Resources:
- Statistics course: A YouTube playlist that covers various topics in statistics.
- AI and Deep Learning Resources:
- https://www.manning.com/books/deep-learning-with-python-second-edition?
- EdX AI course: A course offered by Harvard University that provides an introduction to AI.
- Python Books: A collection of open-source Python programming books.
- Automate the boring stuff: A book that teaches how to automate tasks using Python.
- [ChatGPT Prompt Engineering for Developers
- DeepLearning.AI](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/): A short course focused on prompt engineering for developers.
- Introduction to Responsible AI | Google Cloud Skills Boost: A course that explores the ethical considerations in AI development.
- Data Science: Machine Learning | Harvard University: A course offered by Harvard University that covers machine learning concepts.
- [LangChain for LLM Application Development
- DeepLearning.AI](https://www.deeplearning.ai/short-courses/langchain-for-llm-application-development/): A short course that focuses on language chain for LLM application development.
- Miscellaneous Resources:
- RGB programming with Maxim course Plan B Network
- Pitching: A resource that provides insights on mastering startup pitches.
- Age of BANI from Jamais Cascio: A website that explores the concept of BANI (Braided, Asynchronous, Networked, and Indigenous) for understanding the future.
- Furkan SD tutorials: Tutorials by Furkan Gozukara focusing on Stable Diffusion.
- touchdesigner community: A community dedicated to TouchDesigner, a visual development platform.
- Torin Blankensmith: Website of Torin Blankensmith, a creative technologist.
- Torin Blankensmith YouTube: YouTube channel of Torin Blankensmith, featuring various creative and tech-related content.
- Latent space: An educational resource that explains the concept of Neural Network Latent Space in natural language processing.
- Embeddings explainer (MUST READ): An article explaining the concept of embeddings in machine learning.
- Ebooks and stuff: A website where you can find and download ebooks.
- AWS Skill Builder: A course provided by AWS that focuses on the foundations of prompt engineering.
- Put your fingers to work: Chatting as a productivity tool (linkedin.com): A LinkedIn Learning course on using chat as a productivity tool.
- [Microsoft Azure AI Fundamentals: Generative AI
- Training | Microsoft Learn](https://learn.microsoft.com/en-us/training/paths/introduction-generative-ai/): A training course on generative AI provided by Microsoft Learn.
- AWS Skill Builder: A learning plan provided by AWS that focuses on generative AI for decision-makers.
- Learn Prompting | Generative AI, Prompt Engineering, & Free Online Courses: A website dedicated to learning about prompt engineering and generative AI.
- AI for Beginners (microsoft.github.io)
- Prompt engineering - OpenAI API
- ChatGPT Prompt Engineering for Developers - DeepLearning.AI
- Why you need to know about artificial intelligence | LinkedIn Learning
- Generative AI is a tool in service of humanity | LinkedIn Learning
- Collections | Microsoft Learn
- How finding and sharing information online has evolved | LinkedIn Learning
- Streamlining Your Work with Copilot (formerly Bing Chat/Bing Chat Enterprise) | LinkedIn Learning