Learning Resource Hub
Bookmarks for tech professionals and enthusiasts at Tech Trendsetters. Constantly updated and curated collection of literature, courses, and resources covers the latest trends and essential skills.
Here, you’ll find my personal ultimate hub for all the literature, courses, and resources I’ve found useful.
I try to keep this updated, but honestly, sometimes I just forget! Still, I hope it will be useful for somebody.
Software Architecture:
Domain-Driven Design: Tackling Complexity in the Heart of Software
Enterprise Integration Patterns: Designing, Building, and Deploying Messaging Solutions
Clean Architecture: A Craftsman's Guide to Software Structure and Design
AI Books:
AI courses:
Machine Learning / AI related
CS224N: Natural Language Processing with Deep Learning
https://web.stanford.edu/class/cs224n/Chris Manning – notes
https://web.stanford.edu/class/cs224n/readings/cs224n-self-attention-transformers-2023_draft.pdf
https://web.stanford.edu/class/cs224n/readings/Dan Jurafsky — Speech and Language Processing (3rd ed. draft)
https://web.stanford.edu/~jurafsky/slpdraft/Transformers United
https://web.stanford.edu/class/cs25/prev_years/2023_winter/index.html
https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CMCS236: Deep Generative Models
https://deepgenerativemodels.github.io/
https://www.youtube.com/watch?v=XZ0PMRWXBEU
CS229 - Machine Learning (Classic starting course)
https://see.stanford.edu/Course/CS229
GenAI Beginner Materials
This section covers easier courses and prompting basics. Worst-case scenario – only Python is required.
HuggingFace NLP Course
https://huggingface.co/learn/nlp-course/Cohere LLM University
https://docs.cohere.com/docs/llmuLearn Prompting
https://learnprompting.org/docs/intro
https://inthecloud.withgoogle.com/gemini-for-google-workspace-prompt-guide/dl-cd.html
https://ai.google.dev/gemini-api/docs/prompting-intro
https://claude101.com/how-to-write-a-prompt-for-claude
🛠️ This page is constantly updated. Check back for new resources!