Data learning resources

45 Data learning resources — courses, video playlists, tutorials and documentation you can start with today.

An Introduction to Statistical Learning

Springer · Intermediate · course

Cleaning Data in Python

DataCamp · Intermediate · course

CS50's Introduction to Databases with SQL

Harvard University / edX · Beginner · course

Data Analysis in Excel

DataCamp · Beginner · course

Data Analysis with Python Certification

freeCodeCamp · Intermediate · professional certificate

Data Analysis with Python Course

freeCodeCamp.org · Intermediate · playlist

Data Manipulation with pandas

DataCamp · Intermediate · course

Data Science

freeCodeCamp.org · Intermediate · playlist

Data Visualization Certification

freeCodeCamp · Intermediate · professional certificate

dbt Learn

dbt Labs · Intermediate · course

ExP Platform – Accelerating Innovation through Trustworthy Experimentation

ExP Platform · Advanced · tutorial

Exploratory Data Analysis in Python

DataCamp · Intermediate · course

Explore and Analyze Data with Python

Microsoft Learn · Intermediate · course

Get started tutorials on Databricks | Databricks on AWS

Databricks · Beginner · tutorial

Google Data Analytics Professional Certificate

Google / Coursera · Beginner · professional certificate

IBM Data Science Professional Certificate

IBM / Coursera · Beginner · professional certificate

IBM SkillsBuild Data Science Learning Catalog

IBM SkillsBuild · Beginner · learning path

Intermediate SQL

DataCamp · Intermediate · course

Intro to SQL: Querying and Managing Data

Khan Academy · Beginner · course

Introduction to Data Science in Python

DataCamp · Beginner · course

Introduction to Data Visualization with Matplotlib

DataCamp · Beginner · course

Introduction to Excel

DataCamp · Beginner · course

Introduction to NumPy

DataCamp · Beginner · course

Introduction to Power BI

DataCamp · Beginner · course

Introduction to SQL

DataCamp · Beginner · course

Introduction to Statistics

DataCamp · Beginner · course

Joining Data in SQL

DataCamp · Intermediate · course

Learn Complete SQL (Beginner to Advance)

techTFQ · Beginner · playlist

Microsoft Power BI Desktop for Business Intelligence

Udemy · Beginner · course

MySQL 5 Essential Training

Elzero Web School · Beginner · playlist

Part I. Tutorial

PostgreSQL · Intermediate · tutorial

Prepare Data for Power BI

Microsoft Learn · Intermediate · learning path

PyMC: Bayesian Modeling and Probabilistic Programming in Python

PyMC · Advanced · tutorial

R for Data Science (2e)

R for Data Science · Beginner · course

Relational Database Certification

freeCodeCamp · Beginner · professional certificate

SQL for Data Science

University of California, Davis / Coursera · Beginner · course

SQL Tutorial - Full Database Course for Beginners

freeCodeCamp (YouTube) · Beginner · video

Statistics - A Full University Course on Data Science Basics

freeCodeCamp (YouTube) · Beginner · video

Statistics and Probability

Khan Academy · Beginner · course

The Complete SQL Bootcamp: Go from Zero to Hero

Udemy · Beginner · course

The Jupyter Notebook — Jupyter Notebook 7.6.3 documentation

Jupyter · Beginner · tutorial

Try Jupyter — Jupyter Documentation 4.1.1 alpha documentation

Jupyter · Beginner · tutorial

Using Snowflake | Snowflake Documentation

Snowflake · Beginner · tutorial

Visão geral do BigQuery | Google Cloud Documentation

Google Cloud · Beginner · tutorial

What is Airflow®? Airflow 3.3.2 Documentation

Apache Airflow · Intermediate · tutorial

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