A collection of learning resources for curious software engineers
- read-articles
- programmer
- professional
- scalability
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Summer 2027 software engineering, data science, AI, quant, product management, and hardware internship postings. Updated daily by Simplify and Pitt CSC.
- interview-preparation
- internships
- jobs
- university
A visual, example-driven guide to Claude Code — from basic concepts to advanced agents, with copy-paste templates that bring immediate value.
TranslatedAiLearning: Data Analysis + Machine Learning in Action + Linear Algebra + PyTorch + NLTK + TF2
- fp-growth
- apriori
- mahchine-leaning
- naivebayes
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
Best Practices on Recommendation Systems
- machine-learning
- recommender
- ranking
- deep-learning
A Study Path for Game Programmer
A collection of machine learning examples and tutorials.
TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/
- recommender-system
- tensorflow
- tianchi-competition
- deep-learning
This repo collects awesome AI tools. Welcome everyone to recommend more awesome AI tools together!
Papers on Computational Advertising
- computational-advertising
- machine-learning
- ctr-prediction
- deep-learning
A curated list of awesome Discord communities for programmers
Classic papers and resources on recommendation
- recommender-system
- deep-learning
- machine-learning
- recommendation
Reference blueprint for building shopping and merchant agents with Claude. Examples in retail, commerce, telecom, and entertainment included.
Building a Secure and Interoperable Future for AI-Driven Payments.
名校公开课程评价网
Awesome Deep Learning papers for industrial Search, Recommendation and Advertisement. They focus on Embedding, Matching, Pre-Ranking, Ranking, Post Ranking, Relevance, LLM and RL. Please cite our paper "Deep Learning to Rank in Industrial Search Engines, Recommender Systems, and Online Advertising - An Overview and New Perspectives" (TOIS 2026).
- deep-learning
- recommender-system
- search
- advertising
This is a list of substantial, commercial-or-social-good mainstream websites which provide onion services.
- tor
- onion-sites
- onion-routing
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
- calibration
- causal-inference
- cold-start
- contrastive-learning
A code for extracting best-selling items, search results, and currently available deals from Amazon using Python and Oxylabs E-Commerce Scraper API.
- amazon
- amazon-scraper
- api
- python
Personalized, user-focused recommendations for employee information security.
An opinionated, curated list of tools for enforcing software development standards: one recommended tool per job, with limits.
TranslatedMultimodal retrieval in practice: intent recognition, prompt engineering, Qwen LoRA, EmbeddingGemma 2, and InfoNCE contrastive learning. Includes real demos, integration of your own data, training and evaluation, and a learning guide to RAG retrieval components.
- clip
- ecommerce
- image-retrieval
- image-search
Sitecore Helix is the official guidelines and recommended practises for developing in Sitecore.