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75 TasksBeginner
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Business AI Toolkit
3 Courses42 TasksBeginner
4.1
(129)
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6 Courses91 TasksBeginner
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6 Courses74 TasksBeginner
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Python from Zero to Hero
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project
Ping Pong Game
Build a fully functional terminal-based Ping Pong game in Python using the curses library. This hands-on course guides you step-by-step through terminal graphics, game state management, real-time input, and game loop design.
Only for Ultimate
1 hour
6 chaptersBeginner
1 STUDYING NOW
course
Planning Your Financial Future for the Long Game
Stop reacting to money and start directing it. Calculate the exact number that makes work optional. Build a retirement that survives decades. Protect what gets accumulated. Navigate aging parents, generational wealth, and the family conversations nobody wants to have — until crisis forces them.
2 hours 24 chaptersBeginner
FINANCE
project
Pokemon Power Analysis
Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.
Only for Ultimate
1 hour 7 chaptersAdvanced
project
Poll System
Build a beginner-friendly, step-by-step Java OOP project for a console-based Poll System. Learn to design and implement classes, methods, and a simple interactive menu using core Java concepts.
Only for Ultimate
1 hour 9 chaptersBeginner
project
Predicting Data Scientist Salaries
Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.
Only for Ultimate
1 hour 6 chaptersBeginner
project
Predicting Laptop Prices
A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.
Only for Ultimate
1 hour 7 chaptersBeginner
project
Predicting Viral Webtoons
A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.
Only for Ultimate
1 hour 7 chaptersIntermediate
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
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
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
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 Descriptors Explained
Unlock the power of Python descriptors to control attribute access, validation, and caching. Explore the descriptor protocol, see how built-in features use descriptors, and learn to craft your own for robust, maintainable code.
2 hours 13 chaptersIntermediate
course
Python Memory Management
Master the skills needed to understand Python's memory management internals and performance optimization techniques. This course is designed for intermediate and advanced Python developers who want to understand how Python handles memory, write memory-efficient code, detect and fix memory leaks, and optimize performance in real-world applications.
3 hours 20 chaptersIntermediate
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Unsure where
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Career tracks
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Only for UltimateEssential Office Skills
3 Courses75 TasksBeginner
4.5
(1059)
track
Only for UltimateBusiness AI Toolkit
3 Courses42 TasksBeginner
4.1
(129)
track
Only for UltimateDevOps Specialist
6 Courses91 TasksBeginner
4.4
(5)
track
Only for UltimateSupervised Learning Foundations
6 Courses74 TasksBeginner
4.3
(55)
track
Only for UltimatePython from Zero to Hero
7 Courses2 Projects132 TasksBeginner
4.6
(427)
track
Only for Ultimate
Essential Office Skills
3 Courses75 Tasks 4.5
track
Only for Ultimate
Business AI Toolkit
3 Courses42 Tasks 4.1
track
Only for Ultimate
DevOps Specialist
6 Courses91 Tasks 4.4
track
Only for Ultimate
Supervised Learning Foundations
6 Courses74 Tasks 4.3
track
Only for Ultimate
Python from Zero to Hero
7 Courses2 Projects132 Tasks 4.6
Courses & Projects
Technologies
project
Ping Pong Game
Build a fully functional terminal-based Ping Pong game in Python using the curses library. This hands-on course guides you step-by-step through terminal graphics, game state management, real-time input, and game loop design.
Only for Ultimate
1 hour 6 chaptersBeginner
1 STUDYING NOW
course
Planning Your Financial Future for the Long Game
Stop reacting to money and start directing it. Calculate the exact number that makes work optional. Build a retirement that survives decades. Protect what gets accumulated. Navigate aging parents, generational wealth, and the family conversations nobody wants to have — until crisis forces them.
2 hours 24 chaptersBeginner
FINANCE
project
Pokemon Power Analysis
Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.
Only for Ultimate
1 hour 7 chaptersAdvanced
project
Poll System
Build a beginner-friendly, step-by-step Java OOP project for a console-based Poll System. Learn to design and implement classes, methods, and a simple interactive menu using core Java concepts.
Only for Ultimate
1 hour 9 chaptersBeginner
project
Predicting Data Scientist Salaries
Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.
Only for Ultimate
1 hour 6 chaptersBeginner
project
Predicting Laptop Prices
A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.
Only for Ultimate
1 hour 7 chaptersBeginner
project
Predicting Viral Webtoons
A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.
Only for Ultimate
1 hour 7 chaptersIntermediate
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
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
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
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 Descriptors Explained
Unlock the power of Python descriptors to control attribute access, validation, and caching. Explore the descriptor protocol, see how built-in features use descriptors, and learn to craft your own for robust, maintainable code.
2 hours 13 chaptersIntermediate
course
Python Memory Management
Master the skills needed to understand Python's memory management internals and performance optimization techniques. This course is designed for intermediate and advanced Python developers who want to understand how Python handles memory, write memory-efficient code, detect and fix memory leaks, and optimize performance in real-world applications.
3 hours 20 chaptersIntermediate
project
Ping Pong Game
Build a fully functional terminal-based Ping Pong game in Python using the curses library. This hands-on course guides you step-by-step through terminal graphics, game state management, real-time input, and game loop design.
Only for Ultimate
1 hour 6 chaptersBeginner
1 STUDYING NOW
course
Planning Your Financial Future for the Long Game
Stop reacting to money and start directing it. Calculate the exact number that makes work optional. Build a retirement that survives decades. Protect what gets accumulated. Navigate aging parents, generational wealth, and the family conversations nobody wants to have — until crisis forces them.
2 hours 24 chaptersBeginner
FINANCE
project
Pokemon Power Analysis
Embark on a hands-on data science adventure in the Pokémon universe! Analyze Pokémon stats, engineer features, and build a machine learning model to predict Legendary status. This project guides you through real-world data science workflows using pandas, seaborn, and scikit-learn, all while exploring the mysteries of Pokémon power.
Only for Ultimate
1 hour 7 chaptersAdvanced
project
Poll System
Build a beginner-friendly, step-by-step Java OOP project for a console-based Poll System. Learn to design and implement classes, methods, and a simple interactive menu using core Java concepts.
Only for Ultimate
1 hour 9 chaptersBeginner
project
Predicting Data Scientist Salaries
Build a complete data science workflow to predict dynamic taxi fares using linear regression. Explore, clean, and analyze real-world ride and weather data, engineer features from timestamps, and interpret model results to understand the impact of weather conditions, time of day, and surge pricing mechanisms.
Only for Ultimate
1 hour 6 chaptersBeginner
project
Predicting Laptop Prices
A hands-on case study guiding you through building a laptop price prediction model using real-world data. You'll learn to load, clean, and engineer features from a dataset, perform exploratory analysis, encode categorical variables, build a regression model, and interpret its results.
Only for Ultimate
1 hour 7 chaptersBeginner
project
Predicting Viral Webtoons
A hands-on, linear-code case study where you build an end-to-end regression model to predict webcomic popularity using NLP and categorical features, following strict constraints: no custom functions, only vectorized pandas and scikit-learn tools, and a single dataset load.
Only for Ultimate
1 hour 7 chaptersIntermediate
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
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
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
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 Descriptors Explained
Unlock the power of Python descriptors to control attribute access, validation, and caching. Explore the descriptor protocol, see how built-in features use descriptors, and learn to craft your own for robust, maintainable code.
2 hours 13 chaptersIntermediate
course
Python Memory Management
Master the skills needed to understand Python's memory management internals and performance optimization techniques. This course is designed for intermediate and advanced Python developers who want to understand how Python handles memory, write memory-efficient code, detect and fix memory leaks, and optimize performance in real-world applications.
3 hours 20 chaptersIntermediate
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