Folder: Tech-Second-Brain/AI--and--ML--and--Data-Engineer
7 items under this folder.
Awesome MLOps
Generals Articles Neptune.ai - MLOps Landscape in 2024: Top Tools and Platforms 🌟 (Recommended) Neptune.ai - MLOps Principles and How to Implement Them 🌟 (Recommended) Google Cloud - MLOps: Continuous delivery and automation pipelines in machine learning Datacamp - 25 Top MLOps Tools You Need to Know in 2025 Youtube - GPU Instance Selection: AI & LLM Inference Benchmarking 🌟 (Recommended) Blog - LLM Inference Speed Benchmarks Awesome Repositories awesome-mlops: A curated list of references for MLOps AI-Infra: init to record my learning path of AI Infra, especially on inference.
Caching and AI Delivery Boosting by Packaging and Model Caches
Quote Hello y’ @all guy, nice to see you here. BTW, How is your week ? I’m feel pleasure for what I am learning and doing right now, currently I enjoy with my new job and explore new strategies for keeping learn about architecture and growth up in tech fields.
From GitLab to Data LakeHouse Pipeline, The Orchestration Strategies
Quote Hello, hello! It’s me again, and today I’m returning with a new solution. This tool seems similar to Airflow but is designed to more directly tackle the challenge of orchestrating data pipelines, especially when dealing with data-lakehouse components.
The First Data Lakehouse and Challenge
Quote “Hi everyone! It’s been a while since I’ve blogged. I encountered a couple of health problems a few weeks ago, but I’m fully recovered now and eager to get back to what I love.
What is Milvus?
Quote Hi @all, I’am back after the week to take the break, but unlucky I have sick and don’t have much time to think about the ideal to work with DevOps, Kubewekend or Cloud Services.
Awesome AI, ML
General Articles Nanonets - Tesseract OCR in Python with Pytesseract & OpenCV Medium - Understanding Milvus: Key Concepts and Potential Applications Medium - Why You Shouldn’t Invest In Vector Databases? Datacamp - The Top 7 Vector Databases in 2025 Medium - 30+ MCP Ideas with Complete Source Code Medium - The Open-Source Stack for AI Agents Ngrok - Prompt caching: 10x cheaper LLM tokens, but how? AIME - PyTorch 2 GPU Performance Benchmarks (Update) General Medium - Agentic AI Knowledge Hub: Everything You Need to Know in One Place 🌟 (Recommended) Azure - AI agent orchestration patterns Awesome Repositories applied-ml: 📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production awesome-agentic-ai: A curated list of principles and technologies related to Agentic AI systems.
Awesome Data Engineer
Data Engineer Articles Medium - Data Pipeline Development with MinIO, Iceberg, Nessie, Polars, StarRocks, Mage, and Docker Medium - ETL and ELT 🌟 (Recommended) Medium - ELT with Fabric, Azure and Databricks Medium - The Change Data Capture (CDC) Design Pattern 🌟 (Recommended) Medium - Apache Airflow Overview Blog - Data Lake vs Data Warehouse 🌟 (Recommended) ML4Devs - Scalable Efficient Big Data Pipeline Architecture MonteCarlo - Data Pipeline Architecture Explained: 6 Diagrams and Best Practices 🌟 (Recommended) Medium - Data Engineering Best Practices: How Big Tech & FAANG Firms Manage and Optimize Apache Kafka Medium - 5 Steps to Build Efficient Data Pipelines with Apache Airflow Blog - A Primer on Data Warehouses 🌟 (Recommended) Blog - Data Industry Primer 🌟 (Recommended) Onehouse - Comprehensive Data Catalog Comparison 🌟 (Recommended) Awesome Repositories awesome-apache-airflow: Curated list of resources about Apache Airflow awesome-bigdata: A curated list of awesome big data frameworks, resources and other awesomeness.