Your AI learning guide, Meta's AI image model, plus Google Cloud, AWS, and Polars courses. ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏ ͏
Fresh learning data, Meta's controversial AI image model, plus Google Cloud, AWS, and Polars courses.
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3,364 people told us what they want from AI. Writing won... by a lot.
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Every time someone opens a lesson with our AI tutor, it asks one question before anything else: What are you actually trying to get done?
So, we looked into how 3,364 learners answered in their own words. No dropdowns or multiple choice—just how they individually need AI to do their job better. Drafting, email, and summarization made up nearly half, more than double data analysis and code combined.
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It makes sense. Where does workday time get lost? First drafts, tone checks, and turning meeting notes into something useful. Busy work goes to AI, judgment work stays with people.
But that's the starting line, not the finish. The same tools that draft your emails can turn a rough idea into a working tool, take a repetitive weekly task off your plate for good, or help you think through a big decision before you make it. You don't need to know how yet. Personalized learning meets you at drafting, then builds toward whatever's next.
Find out for yourself in Introduction to AI for Work.
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This week in AI and data
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AI Learning Guide
Learning AI in 2026: Your FAQs answered
The wage premium employers pay for AI skills just hit 62%, and it only takes 30 hours to reach beginner level. We outline the paths, timelines, and most in-demand career routes for 2026.
Read Now
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AI Agent Deep Dive
Why do AI agents struggle more with data science code than software engineering?
An analysis of hundreds of GitHub repositories found why AI coding agents feel more capable in software engineering than in data science. The gap isn't tooling, it's where meaning lives in the code.
Read Now
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AI News
Muse image: Meta's new AI image model, explained
An agentic model that pulls public Instagram photos into your creations. The backlash was immediate. We unpack what it means for your images and the roadmap for Meta's Superintelligence Labs.
Read Now
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New courses: Google, AWS, Polars
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Course
Building generative AI apps to talk to your data
 Intermediate · 4 hours
Data being locked behind technical queries is a thing of the past. Created by Snowflake, learn to build AI apps with Cortex Search and Cortex Analyst that let anyone ask questions in plain language.
Explore Course
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Course
Developing applications on AWS
Intermediate · 3 hours
Build production-ready cloud apps on AWS: design resilient APIs, decouple services with queues and events, and ship serverless workflows. All tested in AWS's Certified Developer – Associate exam.
Explore Course
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Course
Introduction to AI and ML on Google Cloud
 Basic · 8 hours
Go from AI fundamentals to building real generative and predictive projects on Google Cloud. Built by the Google Cloud team, every lesson reflects how the platform actually works.
Explore Course
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Get 50% off building job-ready skills. 700+ courses are waiting.
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Learn directly from AI practitioners
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Code Along · July 20
How to do agentic data analysis with Microsoft
Agentic AI is now a core skill for data professionals. Microsoft's Dave Wentzel (Office of the CTO) shows you where it actually helps in data analysis, where it falls short, and how to think meta for sharper results.
RSVP Now
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Code Along · July 24
Create a SQL performance improvement agent
Learn how to use AI agents to identify and fix slow, costly SQL queries in enterprise environments.
RSVP Now
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Cheat Sheet
Python with AI cheat sheet
Data science is faster with AI handling syntax. Unlock the prompt patterns and ready-to-run snippets for pandas, NumPy, lists, dictionaries, strings, and file paths.
Download Now
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