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2020 Machine Learning Roadmap
A beginner mind map (and presentation) connecting many of the most foundational concepts in machine learning.
machine-learning data-science introduction beginner
Curated papers & articles on DS & ML in production
Learn how organizations & business solved machine learning problems, including problem statement, research, methodology, and results.
data-science machine-learning production paper
Chai Time Data Science
Interviews with popular data science individuals.
podcast machine-learning data-science kaggle
How to write an Awesome README
A comprehensive guide to writing README that stands out and makes people go WOW!
data-science program-development documentation machine-learning
WExDA - Web-based Data Exploration Tool
WExDA is a web-based data exploration tool made with streamlit. It can be used for Exploratory Data Analysis.
visualization data-science exploratory-data-analysis streamlit
Scikit-learn Advanced Features | Data Science
It demonstrates some useful scikit-learn concepts in transforming features, pipelining, grid search, and much more.
machine-learning scikit-learn data-science feature-engineering
Recommendation Systems Datasets
This tool allows you download, unpack and read recommender systems datasets into pandas.DataFrame as easy as data = Dataset().
datasets recommendation-systems recommender-systems research-tool
Personal Data Science Learning Plan
This is my personal learning plan that I followed to transition from a software-engineer role to an Machine Learning Engineer role.
data-science machine-learning code tutorial
Insights from Stackoverflow Dataset
Analysis of Stackoverflow Developers Dataset to answer some business questions
exploratory-data-analysis data-science python machine-learning
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