Following is a list of general interesting collections, I may or may not be working on any of these. Specific folders means active or planned work.
Finance
- Financial Data Engineering
- Analyzing Time Series and Sequential Data Specialization
- Trading Strategies in Emerging Markets Specialization
- Machine Learning and Reinforcement Learning in Finance Specialization
Data Engineering
- Data Engineer Learning Path in GCP
- Redpanda University
- feast
- RAPIDS: GPU Accelerated Data Science
- Accelerate Data Science Workflows with Zero Code Changes
- Accelerating End-to-End Data Science Workflows
- Analyzing and Visualizing Large Data Interactively using Accelerated Computing
- Best Practices in Feature Engineering for Tabular Data With GPU Acceleration
- Synthetic Tabular Data Generation Using Transformers
- Designing Data-Intensive Applications
- Data Engineering Design Patterns
- Designing Event-Driven Systems
- Software Architecture Patterns for Big Data
- Streaming Systems
- Streaming Databases
GCP/Platform
General
- Designing Distributed Systems, 2nd Edition
- Software Architecture Patterns for Big Data
- UvA Deep Learning Tutorials
- Computer Architecture
- Introduction to Operating Systems Specialization
- High-Performance and Parallel Computing Specialization
- CS149 Parallel Computing, video
- I/O-efficient algorithms
- Data Structures and Performance
GCP
LLM Related
- Natural Language Processing for Semantic Search
- Faiss: The Missing Manual
- LLM Embeddings Explained: A Visual and Intuitive Guide
- The Ultra-Scale Playbook: Training LLMs on GPU Clusters
- DevOps-Projects
- LLM Course
Generals
- School of SRE
- Microservices Patterns
- gRPC Microservices in Go
- Software Engineering at Google
- System Design: The complete course
- The Missing Semester of Your CS Education
- Designing Distributed Systems
Algorithms
Rust
JAX
ML Hardware & Systems
ML Compilers
- Compilers for Machine Learning
- Machine Learning Compiler
- MLIR and MLIR Components Talks
- Machine Scheduler in LLVM - Part II
NVIDIA Triton
CUDA
- CUDA Mastery
- NVIDIA Self-Paced Courses
- GPU Programming Specialization
- Parallel and High Performance Computing
Hacking:
Linux
- pwn.dojos
- Introduction to Linux – Full Course for Beginners
- Linux Networking: How The Kernel Handles A TCP Connection
- Rearchitecting Linux Storage Stack for µs Latency and High Throughput
- glibc Heap Series
- What Makes System Calls Expensive: A Linux Internals Deep Dive
Containers:
- Fork in the Road: Reflections and Optimizations for Cold Start Latency in Production Serverless Systems
- Fast, lazy container loading in modal.com by Jonathon Belotti
- How Modal built their own container runtime, file system, GPU resource solver, and more
Compiler