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A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
For extensive instructor led learning
Data Science E-books, Interview Resources and Cheat-sheets
Data science interview questions with answers. Not ideally (yet)
Curated list of data science interview questions and answers
A repository listing out the potential sources which will help you in preparing for a Data Science/Machine Learning interview. New resources added frequently.
Data science interview questions and answers
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Problems from https://datascienceprep.com/
Collection of data science projects in Python
Data Science Roadmap from A to Z
10 Weeks, 20 Lessons, Data Science for All!
Open Source Data Science Resources.
Learn Data Science with focus on adding value with the most efficient tech stack.
Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.
TensorFlow Basic Tutorial Labs
DevOps resources - Linux, Jenkins, AWS, SRE, Prometheus, Docker, Python, Ansible, Git, Kubernetes, Terraform, OpenStack, SQL, NoSQL, Azure, GCP
Data science and Machine Learning Jupyter Notebooks what i Practiced!!
DX Analytics | Financial and Derivatives Analytics with Python
A curated List of Coding Questions Asked in FAANG Interviews
The fastai book, published as Jupyter Notebooks
Feature Engineering study materials by Krish Naik
python tools for Finance with the functionality of indicator calculation, business day calculation and so on.
Python library for backtesting trading strategies & analyzing financial markets (formerly pythalesians)
:books: Freely available programming books
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.
Grokking Deep Reinforcement Learning
This repository accompanies the book "Getting Started with Natural Language Processing"
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.