Siddharth's starred repositories
modern_practical_nlp
This course covers how you can use NLP to do stuff.
Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
jupyterbook_course_template
Template for Jupyterbook Syllabus
javascript-design-patterns-for-humans
An ultra-simplified explanation of design patterns implemented in javascript
daily-coding-problem
Solutions to problems sent by dailycodingproblem.com
awesome-ai-ml-dl
Awesome Artificial Intelligence, Machine Learning and Deep Learning as we learn it. Study notes and a curated list of awesome resources of such topics.
ml-surveys
📋 Survey papers summarizing advances in deep learning, NLP, CV, graphs, reinforcement learning, recommendations, graphs, etc.
applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
open-source-cs-python
Video discussing this curriculum:
awesome-remote-job
A curated list of awesome remote jobs and resources. Inspired by https://github.com/vinta/awesome-python
remote-jobs
A list of semi to fully remote-friendly companies (jobs) in tech.
hiring-without-whiteboards
⭐️ Companies that don't have a broken hiring process
cnn-explainer
Learning Convolutional Neural Networks with Interactive Visualization.
awesome-startup-credits
✨ A collection of awesome companies offering free/discounted plans for eligible startups
nodebestpractices
:white_check_mark: The Node.js best practices list (July 2024)
awesome-system-design
A curated list of awesome System Design (A.K.A. Distributed Systems) resources.
awesome-ml-courses
Awesome free machine learning and AI courses with video lectures.
awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
algorithms
Minimal examples of data structures and algorithms in Python
awesome-nlp
:book: A curated list of resources dedicated to Natural Language Processing (NLP)
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
stanford-cs-230-deep-learning
VIP cheatsheets for Stanford's CS 230 Deep Learning
DataStructures-Algorithms
The best library for implementation of all Data Structures and Algorithms - Trees + Graph Algorithms too!
CleverAlgorithms
Clever Algorithms: Nature-Inspired Programming Recipes
QLearning_Trading
Learning to trade under the reinforcement learning framework
stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
every-programmer-should-know
A collection of (mostly) technical things every software developer should know about