Amit Kumar's starred repositories
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
the-art-of-command-line
Master the command line, in one page
the-book-of-secret-knowledge
A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools and more.
tech-interview-handbook
💯 Curated coding interview preparation materials for busy software engineers
llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
system-design-interview
System design interview for IT companies
ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
silero-vad
Silero VAD: pre-trained enterprise-grade Voice Activity Detector
ml-system-design-pattern
System design patterns for machine learning
LLM-Finetuning
LLM Finetuning with peft
MLE-Flashcards
200+ detailed flashcards useful for reviewing topics in machine learning, computer vision, and computer science.
awesome-llm-json
Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.
Stock-Prediction-Neural-Network-and-Machine-Learning-Examples
Examples of python neural net and ML stock prediction methods with sample stock data.
mlops-guide.github.io
🛠 MLOps end-to-end guide and tutorial website, using IBM Watson, DVC, CML, Terraform, Github Actions and more.
Data-Science-Interview-Questions-and-Answers-General-
Data Science Questions and Answers (General) for beginner
Team-Topologies-Community-Materials
A list of materials relating to Team Topologies (articles, tools, canvases, etc.) generated by the community.
WebScraper
Python-based web crawling script with randomized intervals, user-agent rotation, and proxy server IP rotation to outsmart website bots and prevent blocking.
ml-system-design-resources
An awesome list of machine learning relative system design blog posts from cool eng blogs
intent-detection-using-XLM-Roberta
This repository is a comprehensive project that leverages the XLM-Roberta model for intent detection. This repository is a valuable resource for developers looking to build and fine-tune intent detection models based on state-of-the-art techniques.
Text-Completion
A text completion machine built on Bi-Directional LSTM