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ml-youtube-courses

A repository to index and organize the latest machine learning courses found on YouTube.

ml_from_scratch

nasa_fireball_assignment

openai-cookbook

Examples and guides for using the OpenAI API

porto_seguro-s-safe-driver-prediction

A machine learning case study on a real world data science problem.

pypattyrn

A simple library for implementing common design patterns.

python

All Algorithms implemented in Python

python-patterns

A collection of design patterns/idioms in Python

python_koans

Python Koans - Learn Python through TDD

python_practice

This repository is personal repo to practice the python coding

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

quora-question-pair-similarity

Quora Question pair similarity - Machine Learning Project

quora-question-pair-similarity-problem

Identify which questions asked on Quora are duplicates of questions that have already been asked

roadmaps

This repo is to add pages on various career paths and roadmaps such as data scientist, software engineer etc.

robot-assignment

sdgs

Excel and CSV versions of the goals, targets, and indicators from the Sustainable Development Goals (SDGs).

sre-university

A complete study plan to become a Site Reliability Engineer.

stat479-machine-learning-fs19

Course material for STAT 479: Machine Learning (FS 2019) taught by Sebastian Raschka at University Wisconsin-Madison

system-design

System Design Bytes for Software Enthusiasts❤️. How is modern software designed? 🤔 Some design-level considerations for scalability, maintainability eventual consistency, availability & reliability. 👨‍💻 Interview Prep. 👨‍💻

system-design-interview

System design interview for IT companies

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

system_design

Preparation links and resources for system design questions

testcodecleartrip

testhr

topic_modeling_tutorial

Instructions & code for the EuroPython 2014 training session "Topic Modeling for Fun and Profit"

transitions

A lightweight, object-oriented finite state machine implementation in Python with many extensions

twitter_news_data

Scraping tweets and articles from news twitter handles. Can be used for teaser generation and news headline generation.

xai_resources

Interesting resources related to XAI (Explainable Artificial Intelligence)