Training
DynamicVibe learning
New to coding? Start with Python Lab. Your first lesson is ready. Learn one idea, try it, then move forward at your own pace.
Start Python Lab — Day 1 Already know what you want? Browse all coursesStart here · No experience needed
Build your foundations in the browser. Nothing to install. Forty guided lessons, from your first variable to a practical data project.
Give a value a name, then use it in your code.
clip_name = "Night Shift"Lessons are free. No password needed to begin.
After Python Lab
Build and test useful tools on your computer. Twelve modules, 48 builds and three cumulative portfolio projects.
Open Python StudioTry Build 1 in your browser first, then set up your computer for local projects. Lessons, kits and section quizzes need no account. Both Python tutors use the optional login below.
Open the original ChatGPT Sites course. Its sign-in and records remain separate. Review the manual history-transfer options; nothing is imported automatically.
Your first session
Begin with the short explanation on the lesson page.
Watch it run, change one thing, fill the gaps, then write it yourself.
Your Python Lab progress saves in this browser. Return through your route.
Choose your direction
Choose the subject you need. These are separate tracks; you do not need to take them all.
A broad path through Python, NumPy, pandas, visual computing and model training.
6 phasesApply Python and PyTorch to frames, media defects and creative projects.
12 milestones · 6 monthsStudy notes for the professional certificate, from classical ML to transformers and RAG.
13 courses · about 150 hoursPractice prompts for text, images and video with A/B tests and portfolio exercises.
12 weeks · 60 daysDesign reliable agent workflows with clear dependencies, verification and cost controls.
16 modules · 32 lessonsBuild agent systems with tool use, orchestration and a portfolio capstone.
9 sprints · project-firstPractice data curation, evaluation design and quality operations.
12 weeks · 60 daysExplore alignment, governance, red-teaming and responsible deployment.
12 weeks · 60 daysDevelop applied AI skills through hands-on model work and portfolio pieces.
Applied AI curriculumLanguage, life and living culture: tones, conversation, grammar and cultural context.
32 units · novice to advancedSpoken Naijá and the harmonized SNO writing system, from everyday exchange to public voice.
32 unitsItalian from the beginning, with audio, vocabulary, culture and history.
20 weeks · A1 to A2Dutch from the beginning, with audio, vocabulary, culture and history.
20 weeks · A1 to A2Optional learning support
You can start the lessons without a password. If you have the Academy password, enter it here to unlock the supported course tutors in this browser for 30 days.
Python Lab and Python Studio on this site, IBM AI Engineering, Creative AI Engineering, Prompt Engineering, Graph Engineering, Human Data Lead, Yorùbá and Naijá. This does not sign you into the original external Studio or sync learning records between devices. Lessons and authored hints remain available if the tutor is unavailable.
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