Data Science

ডাটা সাইন্সের হাতেখড়ি

Fazle Rabbi Khan

A Programmer's Guide to Data Mining

Ron Zacharski

Data Jujitsu: The Art of Turning Data into Product

Data Mining Algorithms In R

Wikibooks

Data Mining Concepts and Techniques

Jian Pei (PDF) *( :card_file_box: archived)*

Data Science at the Command Line

Jeroen Janssens

Data Science with Python

freeCodeCamp

Elements of Data Science

Allen B. Downey

Feature Engineering and Selection: A Practical Approach for Predictive Models

Kjell Johnson

Foundations of Data Science

Ravindran Kannan (PDF)

Fundamentals of Data Visualization

Claus O. Wilke

Hands-On Data Visualization

Ilya Ilyankou (HTML)

High-Dimensional Data Analysis with Low-Dimensional Models: Principles, Computation, and Applications

Yi Ma (PDF)

Internet Advertising: An Interplay among Advertisers, Online Publishers, Ad Exchanges and Web Users

Introduction to Cultural Analytics & Python

Melanie Walsh

Introduction to Data Science

Jeffrey Stanton

Introduction to Data Science in Python

Christopher Brooks

Julia Data Science

Jose Storopoli, Rik Huijzer, Lazaro Alonso (HTML) (CC BY

Mining of Massive Datasets

Jeffrey D. Ullman (PDF)

Principles of Data Science

OpenStax (HTML, PDF) Shaun V. Ault (CC BY

Probability and Statistics with Examples using R

Steve Tanner (HTML) *( :construction: *in process*)*

Python for Data Science – Hands-on Projects

LunarTech

School of Data Handbook

Statistical inference for data science

Brian Caffo

The Ultimate Guide to 12 Dimensionality Reduction Techniques (with Python codes)

Pulkit Sharma

Theory and Applications for Advanced Text Mining

Accelerate Data Science Workflows with Zero Code Changes

NVIDIA Deep Learning Institute

Advanced Data Mining with Weka MOOC

An Introduction to Data Science

Apache Airflow Tutorials

Tuan Vu

Applied Data Science with Python

CognitiveClass.ai

Big Data Engineering Course

Data Engineering

CS250: Python for Data Science

Saylor Academy

Data Analysis and Visualization

Georgia Tech

Data Analysis with Python: Zero to Pandas

Data Analysis with R

Facebook

Data Build Tool (dbt)

Kahan Data Solutions

Data Cleaning

Rachael Tatman

Data Engineering

Kahan Data Solutions

Data Engineering Zoomcamp

DataTalks.Club

Data Mining with Weka MOOC

Data science for beginners

Microsoft

Data Science Fundamentals

CognitiveClass.ai

Data Science interview questions

Krish Naik

Data Science Methodology

CognitiveClass.ai

Data Visualization

Alexis Cook

Datavis 2020

Curran Kelleher

Hadoop Tutorial for Beginners

Great Learning

Hive Tutorial

Great Learning

How to Build an AI: The Chronicles of Jobot

Jovian