Data Science Resources

Explore our guides, templates, and tools for Data Scientists. Whether you’re an aspiring data scientist starting out or a senior data leader looking for a refresher, Coursera’s Data Scientist Resources will support you at every stage of your career.

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Data Science Career Roadmap: Jobs and Levels Guide

Explore the job-leveling matrix for Data Analysis careers. Understand the roles and skills needed to advance from beginner to leader.

May 17, 2024

Article

Status: Featured

Data Science Career Paths: Career Decision Tree

Data science offers a rewarding career with high demand across industries, providing diverse paths and opportunities for growth. While the field presents challenges, continuous learning ensure long-term success and impact in data-driven decision-making.

November 16, 2024

Article

Status: Featured

Data Science Career Quiz: Which role is right for me?

Discover your ideal data science career path with this career assessment quiz.

December 5, 2024

Article

How to Start Learning SQL: Custom Course Guide

Dive into SQL with our Custom Course Guide. Whether you're new to databases or looking to enhance your data manipulation skills, this guide offers targeted pathways to master SQL tailored to your career objectives and background.

March 14, 2025

Article

How to Start Learning Data Science: Custom Course Guide

Dive into the world of data science with our Custom Course Guide. Whether you’re new to the field or looking to advance, this guide provides structured learning pathways tailored to your goals, from business analytics to academic research.

March 14, 2025

Article

How to Start Learning Python: Custom Course Guide

Start learning Python with our Custom Course Guide. Tailored to your career goals and experience, this guide helps you navigate the best courses for web development, data science, and more.

March 14, 2025

Article

How to Start Learning SQL: Custom Course Guide

Dive into SQL with our Custom Course Guide. Whether you're new to databases or looking to enhance your data manipulation skills, this guide offers targeted pathways to master SQL tailored to your career objectives and background.

March 14, 2025

Article

How to Start Learning Data Science: Custom Course Guide

Dive into the world of data science with our Custom Course Guide. Whether you’re new to the field or looking to advance, this guide provides structured learning pathways tailored to your goals, from business analytics to academic research.

March 14, 2025

Article

Popular Data Science Courses

IBM

Skills you'll gain: Jupyter, Automation, Web Scraping, Python Programming, Data Manipulation, Data Import/Export, Scripting, Data Processing, Data Structures, Data Collection, Application Programming Interface (API), Pandas (Python Package), Programming Principles, NumPy, Object Oriented Programming (OOP), Computer Programming

4.6
Rating, 4.6 out of 5 stars
41K reviews

Beginner · Course · 1 - 3 Months

Status: AI skills

IBM

Skills you'll gain: Dashboard, Data Visualization Software, Data Wrangling, Data Visualization, SQL, Supervised Learning, Feature Engineering, Plotly, Interactive Data Visualization, Jupyter, Data Literacy, Exploratory Data Analysis, Data Mining, Data Cleansing, Matplotlib, Data Analysis, Unsupervised Learning, Generative AI, Pandas (Python Package), Professional Networking

Build toward a degree

4.6
Rating, 4.6 out of 5 stars
143K reviews

Beginner · Professional Certificate · 3 - 6 Months

Microsoft

Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Visualization Software, Data Modeling, Data Governance, Extract, Transform, Load, Interactive Data Visualization, Business Intelligence, Data Analysis, Statistical Analysis, Data Architecture, Correlation Analysis, Data Cleansing, Data Transformation, Database Design, Statistical Visualization

4.7
Rating, 4.7 out of 5 stars
66 reviews

Beginner · Professional Certificate · 3 - 6 Months

Python Basics Cheat Sheet & Quick Reference

Master essential Python commands and data types. This guide covers everything from basic operations and data handling to loops, functions, modules, and classes, helping you quickly navigate common Python programming tasks.

December 20, 2024

Article

SQL Basics Cheat Sheet & Quick Reference

Master essential SQL commands and data types. This guide covers everything from basic operations and data handling to filtering, functions, operators, and multiple tables, helping you quickly navigate common SQL programming tasks.

December 20, 2024

Article

Pandas Cheat Sheet

Discover essential Pandas functions with this comprehensive cheat sheet. Import, export, clean, and analyze data efficiently using Python's powerful Pandas library. Perfect for quick reference and mastering data manipulation

December 20, 2024

Article

Python Skill Assessment

Test your Python skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

SQL Skill Assessment

Test your SQL skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

R Programming Skill Assessment

Test your R programming skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

Python Career Roadmap: Jobs and Levels Guide

Explore the job-leveling matrix for Python. Understand the roles and skills needed to advance from beginner to leader.

May 20, 2024

Article

SQL Career Roadmap: Jobs and Levels Guide

Explore the job-leveling matrix for SQL. Understand the roles and skills needed to advance from beginner to leader.

May 17, 2024

Article

How to Successfully Switch to a Career in SQL

Unlock your potential in SQL by understanding how your current skills can be applied in this essential field. Explore how various roles incorporate SQL elements and discover effective steps to transition your career smoothly.

May 16, 2024

Article

How to Start Learning Python: Custom Course Guide

Start learning Python with our Custom Course Guide. Tailored to your career goals and experience, this guide helps you navigate the best courses for web development, data science, and more.

March 14, 2025

Article

Python Basics Cheat Sheet & Quick Reference

Master essential Python commands and data types. This guide covers everything from basic operations and data handling to loops, functions, modules, and classes, helping you quickly navigate common Python programming tasks.

December 20, 2024

Article

SQL Basics Cheat Sheet & Quick Reference

Master essential SQL commands and data types. This guide covers everything from basic operations and data handling to filtering, functions, operators, and multiple tables, helping you quickly navigate common SQL programming tasks.

December 20, 2024

Article

Pandas Cheat Sheet

Discover essential Pandas functions with this comprehensive cheat sheet. Import, export, clean, and analyze data efficiently using Python's powerful Pandas library. Perfect for quick reference and mastering data manipulation

December 20, 2024

Article

Python Skill Assessment

Test your Python skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

SQL Skill Assessment

Test your SQL skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

R Programming Skill Assessment

Test your R programming skills with this quick assessment. Answer 10 multiple-choice questions to get your score, then check the Scoring Guide to find your level and recommended learning path.

November 15, 2024

Article

Python Career Roadmap: Jobs and Levels Guide

Explore the job-leveling matrix for Python. Understand the roles and skills needed to advance from beginner to leader.

May 20, 2024

Article

SQL Career Roadmap: Jobs and Levels Guide

Explore the job-leveling matrix for SQL. Understand the roles and skills needed to advance from beginner to leader.

May 17, 2024

Article

How to Successfully Switch to a Career in SQL

Unlock your potential in SQL by understanding how your current skills can be applied in this essential field. Explore how various roles incorporate SQL elements and discover effective steps to transition your career smoothly.

May 16, 2024

Article

What are the top skills needed to be a data scientist?

Analytical skills: Analytics skills are crucial for data scientists as they enable them to transform raw data into actionable insights, driving informed decision-making to help solve complex business problems. Top skills include:

Programming Languages: Proficiency in languages like Python and R is vital because they provide the tools for data scientists to manipulate, analyze, and visualize large datasets efficiently. Top languages include:

Math & statistics: Mathematical and statistical knowledge is essential for designing experiments, assessing correlations, and optimizing algorithms to ensure precise and reliable outcomes in any data-driven project. Key skills to learn: