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Complete Claude Ecosystem
3 Courses
53 TasksBeginner
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Only for Ultimate
AI Toolkit for Business
4 Courses75 TasksBeginner
track
Only for Ultimate
AI-Assisted Web Developer
6 Courses64 TasksBeginner
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Only for Ultimate
Business Intelligence Specialist
6 Courses
2 Projects206 TasksIntermediate
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Only for Ultimate
Python from Zero to Hero
7 Courses3 Projects133 TasksBeginner
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course
Probabilistic Graphical Models Essentials
Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.
1 hour
10 chaptersIntermediate
course
Probability Distributions for Machine Learning
Build strong intuition for probability distributions central to machine learning. Explore the exponential family, Gaussian, Bernoulli, and Multinomial distributions, and understand their roles in modeling, loss functions, and inference, with minimal code and clear visualizations.
3 hours 15 chaptersAdvanced
project
Procedural Fantasy Map Generator
Build a beginner-friendly Python terminal project that generates a simple fantasy map using procedural generation and text symbols. Each run produces a unique map layout with water, plains, forests, mountains, and villages, all displayed in the terminal.
Only for Ultimate
1 hour 9 chaptersBeginner
course
Product Analytics for Beginners
Explore the core metrics and frameworks product analysts use to measure user behavior, retention, and growth. This course covers the full product analytics workflow, from data collection and cleaning to advanced analysis and visualization techniques, empowering you to make data-driven product decisions.
1 hour 13 chaptersBeginner
course
Product KPIs and Growth Metrics
Master the essential product metrics and growth KPIs that drive successful digital products. Learn to distinguish between vanity and actionable metrics, analyze user growth, retention, and revenue, and apply real-world analytics frameworks to inform product strategy.
2 hours 25 chaptersBeginner
project
Product Recommendation Engine
1 hour 0 chapterBeginner
course
Productivity Tools for Data Scientists
Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.
2 hours 12 chaptersIntermediate
course
Programming for Motion Designers
Discover how programming can empower motion designers to automate, enhance, and innovate their creative workflows. This course introduces Python programming concepts and demonstrates their practical applications in motion design, from automating repetitive tasks to generating dynamic visuals and analyzing animation data.
3 hours 15 chaptersAdvanced
course
Project Coordination with AI
Discover how to keep a real project from falling apart: turn a messy brief into an actual plan, catch budget and schedule problems before they bite, push back on scope creep, and keep your team coordinated under a hard deadline. You'll practice it all through a live website relaunch, with Claude helping you plan, defend, and coordinate the work end to end.
1 hour 10 chaptersBeginner
course
Prompt Engineering Basics
A beginner-friendly, fully theoretical course introducing the core concepts and practical strategies of prompt engineering for large language models (LLMs). Learn how to structure, refine, and optimize prompts to achieve better AI-generated results.
1 hour 9 chaptersBeginner
course
Prompt Engineering for Work
Knowing how to talk to AI is the single most transferable skill in 2026. This course goes beyond the basics — teaching you how prompts actually work, what techniques produce reliable results, and how to apply them across the real tasks professionals face every day. From emails and reports to data analysis, brainstorming, and code, you'll leave with a practical prompt toolkit you can use immediately.
2 hours 21 chaptersBeginner
course
Python 3D Graphics Fundamentals
Explore the foundations of 3D graphics programming in Python. This course introduces the mathematical concepts, data structures, and visualization techniques essential for creating and manipulating 3D graphics using Python and popular scientific libraries. Learn to represent 3D objects, apply geometric transformations, and visualize data in three dimensions.
1 hour 10 chaptersBeginner
course
Python Abstract Base Classes
Explore the power and flexibility of Python's Abstract Base Classes (ABCs). Learn how to design robust APIs, enforce contracts, and distinguish between ABCs and protocols for advanced object-oriented programming.
2 hours 13 chaptersIntermediate
course
Python Asyncio in Depth
Master the skills needed to build efficient, concurrent Python applications using asyncio – from coroutines and event loop fundamentals through tasks, synchronization primitives, and real-world debugging techniques.
3 hours 22 chaptersIntermediate
course
Python Basics: Foundations and Practice v5
A comprehensive introduction to Python fundamentals, alternating between theoretical explanations and hands-on practice to solidify core programming concepts.
1 hour 16 chaptersBeginner
Sorry... We can't find
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Unsure where
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Career tracks
track
Only for UltimateComplete Claude Ecosystem
3 Courses53 TasksBeginner
track
Only for UltimateAI Toolkit for Business
4 Courses75 TasksBeginner
track
Only for UltimateAI-Assisted Web Developer
6 Courses64 TasksBeginner
track
Only for UltimateBusiness Intelligence Specialist
6 Courses2 Projects206 TasksIntermediate
track
Only for UltimatePython from Zero to Hero
7 Courses3 Projects133 TasksBeginner
new
track
Only for Ultimate
Complete Claude Ecosystem
3 Courses53 Tasksnew
track
Only for Ultimate
AI Toolkit for Business
4 Courses75 Tasksnew
track
Only for Ultimate
AI-Assisted Web Developer
6 Courses64 Tasksnew
track
Only for Ultimate
Business Intelligence Specialist
6 Courses2 Projects206 Tasksnew
track
Only for Ultimate
Python from Zero to Hero
7 Courses3 Projects133 Tasksnew
Courses & Projects
Technologies
course
Probabilistic Graphical Models Essentials
Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.
1 hour 10 chaptersIntermediate
course
Probability Distributions for Machine Learning
Build strong intuition for probability distributions central to machine learning. Explore the exponential family, Gaussian, Bernoulli, and Multinomial distributions, and understand their roles in modeling, loss functions, and inference, with minimal code and clear visualizations.
3 hours 15 chaptersAdvanced
project
Procedural Fantasy Map Generator
Build a beginner-friendly Python terminal project that generates a simple fantasy map using procedural generation and text symbols. Each run produces a unique map layout with water, plains, forests, mountains, and villages, all displayed in the terminal.
Only for Ultimate
1 hour 9 chaptersBeginner
course
Product Analytics for Beginners
Explore the core metrics and frameworks product analysts use to measure user behavior, retention, and growth. This course covers the full product analytics workflow, from data collection and cleaning to advanced analysis and visualization techniques, empowering you to make data-driven product decisions.
1 hour 13 chaptersBeginner
course
Product KPIs and Growth Metrics
Master the essential product metrics and growth KPIs that drive successful digital products. Learn to distinguish between vanity and actionable metrics, analyze user growth, retention, and revenue, and apply real-world analytics frameworks to inform product strategy.
2 hours 25 chaptersBeginner
project
Product Recommendation Engine
1 hour 0 chapterBeginner
course
Productivity Tools for Data Scientists
Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.
2 hours 12 chaptersIntermediate
course
Programming for Motion Designers
Discover how programming can empower motion designers to automate, enhance, and innovate their creative workflows. This course introduces Python programming concepts and demonstrates their practical applications in motion design, from automating repetitive tasks to generating dynamic visuals and analyzing animation data.
3 hours 15 chaptersAdvanced
course
Project Coordination with AI
Discover how to keep a real project from falling apart: turn a messy brief into an actual plan, catch budget and schedule problems before they bite, push back on scope creep, and keep your team coordinated under a hard deadline. You'll practice it all through a live website relaunch, with Claude helping you plan, defend, and coordinate the work end to end.
1 hour 10 chaptersBeginner
course
Prompt Engineering Basics
A beginner-friendly, fully theoretical course introducing the core concepts and practical strategies of prompt engineering for large language models (LLMs). Learn how to structure, refine, and optimize prompts to achieve better AI-generated results.
1 hour 9 chaptersBeginner
course
Prompt Engineering for Work
Knowing how to talk to AI is the single most transferable skill in 2026. This course goes beyond the basics — teaching you how prompts actually work, what techniques produce reliable results, and how to apply them across the real tasks professionals face every day. From emails and reports to data analysis, brainstorming, and code, you'll leave with a practical prompt toolkit you can use immediately.
2 hours 21 chaptersBeginner
course
Python 3D Graphics Fundamentals
Explore the foundations of 3D graphics programming in Python. This course introduces the mathematical concepts, data structures, and visualization techniques essential for creating and manipulating 3D graphics using Python and popular scientific libraries. Learn to represent 3D objects, apply geometric transformations, and visualize data in three dimensions.
1 hour 10 chaptersBeginner
course
Python Abstract Base Classes
Explore the power and flexibility of Python's Abstract Base Classes (ABCs). Learn how to design robust APIs, enforce contracts, and distinguish between ABCs and protocols for advanced object-oriented programming.
2 hours 13 chaptersIntermediate
course
Python Asyncio in Depth
Master the skills needed to build efficient, concurrent Python applications using asyncio – from coroutines and event loop fundamentals through tasks, synchronization primitives, and real-world debugging techniques.
3 hours 22 chaptersIntermediate
course
Python Basics: Foundations and Practice v5
A comprehensive introduction to Python fundamentals, alternating between theoretical explanations and hands-on practice to solidify core programming concepts.
1 hour 16 chaptersBeginner
course
Probabilistic Graphical Models Essentials
Master the foundations of probabilistic graphical models (PGMs), including Bayesian networks and Markov random fields. Learn how graph structure encodes independence, build toy models, and understand where PGMs excel in modern machine learning.
1 hour 10 chaptersIntermediate
course
Probability Distributions for Machine Learning
Build strong intuition for probability distributions central to machine learning. Explore the exponential family, Gaussian, Bernoulli, and Multinomial distributions, and understand their roles in modeling, loss functions, and inference, with minimal code and clear visualizations.
3 hours 15 chaptersAdvanced
project
Procedural Fantasy Map Generator
Build a beginner-friendly Python terminal project that generates a simple fantasy map using procedural generation and text symbols. Each run produces a unique map layout with water, plains, forests, mountains, and villages, all displayed in the terminal.
Only for Ultimate
1 hour 9 chaptersBeginner
course
Product Analytics for Beginners
Explore the core metrics and frameworks product analysts use to measure user behavior, retention, and growth. This course covers the full product analytics workflow, from data collection and cleaning to advanced analysis and visualization techniques, empowering you to make data-driven product decisions.
1 hour 13 chaptersBeginner
course
Product KPIs and Growth Metrics
Master the essential product metrics and growth KPIs that drive successful digital products. Learn to distinguish between vanity and actionable metrics, analyze user growth, retention, and revenue, and apply real-world analytics frameworks to inform product strategy.
2 hours 25 chaptersBeginner
project
Product Recommendation Engine
1 hour 0 chapterBeginner
course
Productivity Tools for Data Scientists
Master practical habits and tools to organize, automate, document, and reproduce your data science work. Learn to use Jupyter notebooks effectively, automate repetitive tasks, document your process, and ensure your analyses are always reproducible.
2 hours 12 chaptersIntermediate
course
Programming for Motion Designers
Discover how programming can empower motion designers to automate, enhance, and innovate their creative workflows. This course introduces Python programming concepts and demonstrates their practical applications in motion design, from automating repetitive tasks to generating dynamic visuals and analyzing animation data.
3 hours 15 chaptersAdvanced
course
Project Coordination with AI
Discover how to keep a real project from falling apart: turn a messy brief into an actual plan, catch budget and schedule problems before they bite, push back on scope creep, and keep your team coordinated under a hard deadline. You'll practice it all through a live website relaunch, with Claude helping you plan, defend, and coordinate the work end to end.
1 hour 10 chaptersBeginner
course
Prompt Engineering Basics
A beginner-friendly, fully theoretical course introducing the core concepts and practical strategies of prompt engineering for large language models (LLMs). Learn how to structure, refine, and optimize prompts to achieve better AI-generated results.
1 hour 9 chaptersBeginner
course
Prompt Engineering for Work
Knowing how to talk to AI is the single most transferable skill in 2026. This course goes beyond the basics — teaching you how prompts actually work, what techniques produce reliable results, and how to apply them across the real tasks professionals face every day. From emails and reports to data analysis, brainstorming, and code, you'll leave with a practical prompt toolkit you can use immediately.
2 hours 21 chaptersBeginner
course
Python 3D Graphics Fundamentals
Explore the foundations of 3D graphics programming in Python. This course introduces the mathematical concepts, data structures, and visualization techniques essential for creating and manipulating 3D graphics using Python and popular scientific libraries. Learn to represent 3D objects, apply geometric transformations, and visualize data in three dimensions.
1 hour 10 chaptersBeginner
course
Python Abstract Base Classes
Explore the power and flexibility of Python's Abstract Base Classes (ABCs). Learn how to design robust APIs, enforce contracts, and distinguish between ABCs and protocols for advanced object-oriented programming.
2 hours 13 chaptersIntermediate
course
Python Asyncio in Depth
Master the skills needed to build efficient, concurrent Python applications using asyncio – from coroutines and event loop fundamentals through tasks, synchronization primitives, and real-world debugging techniques.
3 hours 22 chaptersIntermediate
course
Python Basics: Foundations and Practice v5
A comprehensive introduction to Python fundamentals, alternating between theoretical explanations and hands-on practice to solidify core programming concepts.
1 hour 16 chaptersBeginner
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