lokeshgithub's repositories
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
MathAndScienceNotes
Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc
agents-towards-production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable blueprints for real-world launches.
attack_range
A tool that allows you to create vulnerable instrumented local or cloud environments to simulate attacks against and collect the data into Splunk
autoEDA-resources
A list of software and papers related to automatic and fast Exploratory Data Analysis
awesome-compose
Awesome Docker Compose samples
awesome-docker
:whale: A curated list of Docker resources and projects
awesome-ds-setting
A tutorial for setting a new machine with core data science tools
awesome-llm-apps
Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.
awesome-system-design-resources
Learn System Design concepts and prepare for interviews using free resources.
bookclub-ggplot2
ggplot2 Book Club
Complete-System-Design
This repository contains everything you need to become proficient in System Design
data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
data-science-interviews
Data science interview questions and answers
engineering-blogs
A curated list of engineering blogs
free-programming-books
:books: Freely available programming books
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI đź”— https://microsoft.github.io/generative-ai-for-beginners/
kaggle-m5-forecasting-accuracy-4th-place
[kaggle] M5 Forecasting - Accuracy (4th place solution)
log-generator
This tool will be invaluable for: SIEM Testing - Generate realistic multi-source logs Security Training - Reproducible scenarios for education Development - Consistent test data for log processing systems Research - Controlled log generation for cybersecurity studies
m5
Kaggle M5 Forecasting - Uncertainty 4th Place Solution
M5-Demand-Forecasting
7th placed solution in M5 demand forecasting
M5-methods
Data, Benchmarks, and methods submitted to the M5 forecasting competition
mofc-demand-forecasting-with-time-series-analysis
Time Series Forecasting for the M5 Competition
path-to-senior-engineer-handbook
All the resources you need to get to Senior Engineer and beyond
programming-notes
My programming journal
python-patterns
A collection of design patterns/idioms in Python
walmart-sales-forecasting
Kaggle M5 competition, ranked 292/5589 (top 5%).