Learn
https://eater.net/
SRE Books
https://thodrek.github.io/cs564-fall17/
https://15445.courses.cs.cmu.edu/fall2025/
Teach Yourself Computer Science
The Internals of PostgreSQL
SQL Indexing and Tuning e-Book
Google | SRE Books
Google | SWE Book
How HTTPS Works
White Papers Worth Reading for Software Engineers
Microsoft | Cloud Design Patterns
Software Engineer Leveling Matrix
Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP, DNS, Elastic, Network, Virtualization. DevOps Interview Questions
Reverse Engineering Workshops
A Distributed Systems Reading List
CSS-Tricks - Tips, Tricks, and Techniques on using Cascading Style Sheets.
Frontend Engineer Handbook
Computer Networking: A Top-Down Approach. 8th Edition
Beej’s Guide to Network Programming. Using Internet Sockets
Operating Systems: Three Easy Pieces
CMU - Introduction to Computer Systems
CMU - Book - Computer Systems: A Programmer’s Perspective, 3/E (CS:APP3e)
https://postgrespro.ru/education/books/internals
https://edu.postgrespro.ru/postgresql_internals-17.pdf
SQL injection
https://andreasbm.github.io/web-skills/
https://martin.kleppmann.com/2020/11/18/distributed-systems-and-elliptic-curves.html
https://dancres.github.io/Pages/
https://apilandscape.apiscene.io/
https://understandingdistributed.systems/
https://raytracing.github.io/books/RayTracingInOneWeekend.html
https://os.phil-opp.com/allocator-designs/
Courses
MIT Deep Learning and Artificial Intelligence Lectures
Practical Deep Learning
Deep Learning на пальцах
Hugging Face Audio course
Google | Introduction to Generative AI Learning Path
CS 329S: Machine Learning Systems Design
CS236G: Generative Adversarial Networks (GANs)
Full Stack Deep Learning - 2022 Course
Google Machine Learning Education
Books
MLOps
Build your MLOps stack
Machine Learning Operations
Software Engineering for Machine Learning
Awesome MLOps
Rules of Machine Learning: Best Practices for ML Engineering
Gradio - Build & share delightful machine learning apps
Streamlit - A faster way to build and share data apps
Great Expectations - Have confidence in your data, no matter what
Soda - Test and deliver data that everyone can trust
MLOps: Continuous delivery and automation pipelines in machine learning
TensorBoard: TensorFlow’s visualization toolkit
Data Version Control
The Unstructured Intelligence Platform
NVIDIA Data Center GPU Resource Center
Powering AI with human insight
Deep Learning
Mobile Development
Tools and Services
Observability and Monitoring
Jaeger: open source, distributed tracing platform
OpenTelemetry: High-quality, ubiquitous, and portable telemetry to enable effective observability
Fluentd: open-source data collector
Fluent Bit: Fast and Lightweight Log Processor and Forwarder for Linux, BSD and OSX
Vantage: Cloud Cost Observability and Optimization
Inference
https://github.com/bentoml/OpenLLM
LM Studio: Deploy, monitor, and scale your models
VLLM: VLLM is a large language model that can generate human-like text
BitNet: Official inference framework for 1-bit LLMs
LmDeploy: LMDeploy is a toolkit for compressing, deploying, and serving LLMs
Model Optimization
Triton Inference Server
Networking
Tools
Replit
Ping, but with a graph
quicktype: Convert JSON into gorgeous, typesafe code in any language
Create smart AWS and Azure diagrams
Excalidraw
strongSwan | Open-source, modular and portable IPsec-based VPN solution
Documents & diagrams for engineering teams
Hemingway App makes your writing bold and clear
tldraw - Draw a ui and make it real with tldraw
DummyJSON - Get dummy/fake JSON data to use as placeholder in development or in prototype testing
MajorM - MongoDB GUI
https://github.com/usebruno/bruno
Development
Data Engineering
Infrastructure
ngrok - Secure introspectable tunnels to localhost
AtlasGo - Manage your database schema as code
n8n - Workflow automation for technical people
Vector by DataDog : A lightweight, ultra-fast tool for building observability pipelines
ByConity : Cloud native big data analysis engine
Windmill - Developer platform for APIs, background jobs, workflows and UIs
Observable
Supabase - Supabase is an open source Firebase alternative. Start your project with a Postgres database, Authentication, instant APIs, Edge Functions, Realtime subscriptions, Storage, and Vector embeddings.
DuckDB - DuckDB is an in-process SQL OLAP database management system
OpenTelementry - High-quality, ubiquitous, and portable telemetry to enable effective observability
Pulumi - Open Source Infrastructure as Code
labelstud.io - Open Source Data Labeling Platform
Databases
Frontend
Creativity
Framer - Interactive Design Tool
Screen Studio - Beautiful Screen Recordings in Minutes Creating high quality videos as easy as taking a screenshot. Designed for macOS
AltStore - The best way to sideload apps on iOS
Weld - AI powered ETL platform built for data analysts
Rize - Rize is an AI productivity coach that uses time tracking to improve your focus and build better work habits.
LunaModeler - Database design tool for PostgreSQL and SQL Server, MySQL, MariaDB, SQLite
Python
Services
Databases
Coursera
Big Data Specialization @ Coursera
Statistics with R Specialization @ Coursera
Машинное обучение и анализ данных Specialization @ Coursera
Advanced Machine Learning Specialization @ Coursera
Искусство разработки на современном C++ Specialization @ Coursera
Recommender Systems Specialization @ Coursera
Deep Learning Specialization @ Coursera
Data Structures and Algorithms Specialization @ Coursera
Probabilistic Graphical Models Specialization @ Coursera
Self-Driving Cars Specialization @ Coursera
Robotics Specialization @ Coursera
Modern Robotics: Mechanics, Planning, and Control Specialization @ Coursera
Spacecraft Dynamics and Control Specialization @ Coursera
Кинематика @ Coursera
Discrete Optimization @ Coursera
Advanced Linear Models for Data Science 1: Least Squares @ Coursera
Advanced Linear Models for Data Science 2: Statistical Linear Models @ Coursera
Data Science Math Skills @ Coursera
Bayesian Statistics: From Concept to Data Analysis @ Coursera
Machine Learning @ Coursera
Введение в машинное обучение @ Coursera
Game Theory @ Coursera
Game Theory II: Advanced Applications @ Coursera
Machine Learning
Deep Learning на пальцах
Open Machine Learning Course
Лекции по искусственному интеллекту и машинному обучению
Learning From Data @ Caltech
CS229: Machine Learning @ Stanford
CS224d: Deep Learning for Natural Language Processing
CS231n: Convolutional Neural Networks for Visual Recognition
Object Detection with PyTorch
Машинное обучение (курс лекций, К.В.Воронцов)
Practical Deep Learning for Coders @ fast.ai
UCL Course on Reinforcement Learning
MIT 6.S094: Deep Learning for Self-Driving Cars
Вычисления на GPU. Основные подходы, архитектура, оптимизации @ Лекториум
Яндекс - КИТ
Яндекс - Школа анализа данных
MIT OCW
Mathematics
Interview Preparation
https://aosabook.org/en/index.html
Build X from scratch
The System Design Primer
https://github.com/Coder-World04/Complete-System-Design
https://github.com/shashank88/system_design
Ultimate Guide to FAANG Interviews for Senior Engineers
A Senior Engineer’s Guide to the System Design Interview
A System Design interview with a Meta/Facebook engineer
DataLemur | Ace the SQL & Data Science Interview
ByteByteGo - System Design 101
InterviewReady - These are the best resources for System Design on the Internet
Evidently.AI - ML System Design
https://www.educative.io/courses/grokking-the-system-design-interview
https://interviewready.io/blog/interviewready-20-system-design
https://interviewready.io/learn/system-design-course/networks-deep-dive/complete-the-design-netflix-content-distribution-network
System Design Cheatsheet
Latency Numbers Every Programmer Should Know
https://habr.com/ru/companies/yandex/articles/564132/
https://robertheaton.com/2020/04/06/systems-design-for-advanced-beginners/
https://sujithjay.com/data-systems/dynamo-cassandra/
https://www.akadia.com/services/sqlsrv_data_structure.html
SQL. Занимательные задачки
https://use-the-index-luke.com/no-offset
https://use-the-index-luke.com/sql/where-clause/the-equals-operator/concatenated-keys
https://user3141592.medium.com/single-vs-composite-indexes-in-relational-databases-58d0eb045cbe
https://ebrary.net/25936/computer_science/b-tree_organization
https://hackthology.com/lessons-learned-while-implementing-a-btree.html
https://www.cs.cornell.edu/courses/cs3110/2012sp/recitations/rec25-B-trees/rec25.html
https://www.postgresql.org/docs/11/indexes.html
https://www.postgresql.org/docs/11/transaction-iso.html
https://dev.mysql.com/doc/refman/8.0/en/indexes.html
https://dev.mysql.com/doc/refman/8.0/en/innodb-transaction-isolation-levels.html
https://docs.oracle.com/cd/E11882_01/server.112/e40540/indexiot.htm#CNCPT721
https://ieftimov.com/posts/postgresql-indexes-btree/
https://patshaughnessy.net/2014/11/11/discovering-the-computer-science-behind-postgres-indexes