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Regularly Updated | Collection of the best Data Science and AI Material from the Web | Covering Everything from Books, Courses along with Material, Research Papers, and Interview Prep to Cheatsheet

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Automated Exploratory Data Analysis

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A curated list of awesome Python frameworks, libraries, software and resources

chefboost icon chefboost

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting (GBDT, GBRT, GBM), Random Forest and Adaboost w/categorical features support for Python

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Information on community forums for participation, visibility and building continuous learning in Data Science and AI

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Natural Language Processing (NLP) related focus areas and motivation for research, innovation and learning

python_4_ds icon python_4_ds

Introduction to Python programming languages and packages used for data analysis

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SQL Concepts and References for Learning

tsfresh icon tsfresh

Automatic extraction of relevant features from time series:

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