beginner

Generative AI for Data and Analytics

Unlock GenAI’s potential for data and analytics. Learn how leading AI tools work, choose the right models, and confidently apply AI to real-world data and analytics challenges!

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400 learners

Verified skills you'll gain

INTERMEDIATE

GenAI Capability Awareness

ADVANCED

GenAI Limitation Awareness

DEVELOPING

GenAI Proficiency and Use

Trusted by learners working at top companies

Turn screen time into skills time

Practice anytime, anywhere with our mobile app.

Earn a shareable

Certificate of Achievement

Course 2

How GenAI Works - The Data Essentials

10 lessons

Learn how GenAI "thinks" about data, its limits, how it uses analytical tools, and why it sometimes refuses requests—so you can use AI more strategically for analytics.

Course 3

Practical Applications & Tips for using GenAI in Data Analytics

12 lessons

Learn how to harness advanced AI features, master effective prompting techniques, and build custom AI solutions for your data and analytics needs.

Course 4

Specialized Tools for Data Analytics

10 lessons

Explore specialized AI applications beyond chatbots and basic analytics—from predicting market trends to creating synthetic datasets and powering advanced data science breakthroughs.

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

From our community

Hear what our customers have to say about CodeSignal Learn

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11

I love that it's personalized. When I'm stuck, I don't have to hope my Google searches come out successful. The AI mentor Cosmo knows exactly what I need.

Faith Yim

Software Engineer

+14

It's an amazing product and exceeded my expectations, helping me prepare for my job interviews. Hands-on learning requires you to actually know what you are doing.

Alex Bush

Full Stack Engineer

I'm really impressed by the AI tutor Cosmo's feedback about my code. It's honestly kind of insane to me that it's so targeted and specific.

Abbey Helterbran

Tech consultant

I tried Leetcode but it was too disorganized. CodeSignal covers all the topics I'm interested in and is way more structured.

Jonathan Miller

Senior Machine Learning Engineer

+12

I'm impressed by the quality and can't stop recommending it. It's also a lot of fun!

Francisco Aguilar Meléndez

Data Scientist

+11