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Game Development with Unity
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214 TasksBeginner
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Video Production with Adobe
4 Courses123 TasksBeginner
5.0
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UI/UX Design Tools
4 Courses161 TasksBeginner
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Essential Office Skills
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Digital Marketing Essentials
6 Courses293 TasksBeginner
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Courses & Projects
course
Parameter-Efficient Fine-Tuning
A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.
2 hours
9 chaptersAdvanced
project
Phishing Detection with Classification
Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.
Only for Ultimate
1 hour 5 chaptersBeginner
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
course
Practical Penetration Testing
A hands-on course guiding learners through the essentials of web application and API penetration testing, from foundational concepts to exploitation techniques and professional reporting. Includes real-world scenarios, practical tasks, and review questions to reinforce learning.
1 hour 12 chaptersBeginner
1 STUDYING NOW
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
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
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 for Economists
A practical course designed for economists to leverage Python for data analysis, economic modeling, and visualization. Learn how to apply Python's powerful libraries and programming techniques to solve real-world economic problems.
4 hours 21 chaptersAdvanced
3 STUDYING NOW
course
Python for Electrical Engineers
Explore how Python empowers electrical engineers to analyze circuits, process signals, and model systems. This course blends practical coding with real-world electrical engineering scenarios, using Python and its scientific libraries to solve authentic engineering problems.
4 hours 21 chaptersAdvanced
course
Python for Environmental Science
Explore how Python can be leveraged to address real-world environmental science problems. This course guides students through data analysis, visualization, and modeling techniques relevant to environmental research, using hands-on tasks and engaging theory chapters.
2 hours 19 chaptersBeginner
course
Python for FinTech
Explore how Python empowers FinTech solutions by automating financial analysis, modeling, and data-driven decision making. This course blends practical coding with real-world finance scenarios, guiding you through essential FinTech concepts and hands-on challenges.
4 hours 21 chaptersAdvanced
1 STUDYING NOW
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Unsure where
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Career tracks
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Only for UltimateGame Development with Unity
4 Courses214 TasksBeginner
4.4
(359)
track
Only for UltimateVideo Production with Adobe
4 Courses123 TasksBeginner
5.0
(15)
track
Only for UltimateUI/UX Design Tools
4 Courses161 TasksBeginner
4.6
(34)
track
Only for UltimateEssential Office Skills
3 Courses75 TasksBeginner
4.5
(1013)
track
Only for UltimateDigital Marketing Essentials
6 Courses293 TasksBeginner
4.6
(39)
track
Only for Ultimate
Game Development with Unity
4 Courses214 Tasks 4.4
track
Only for Ultimate
Video Production with Adobe
4 Courses123 Tasks 5.0
track
Only for Ultimate
UI/UX Design Tools
4 Courses161 Tasks 4.6
track
Only for Ultimate
Essential Office Skills
3 Courses75 Tasks 4.5
track
Only for Ultimate
Digital Marketing Essentials
6 Courses293 Tasks 4.6
Courses & Projects
Technologies
course
Parameter-Efficient Fine-Tuning
A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.
2 hours 9 chaptersAdvanced
project
Phishing Detection with Classification
Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.
Only for Ultimate
1 hour 5 chaptersBeginner
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
course
Practical Penetration Testing
A hands-on course guiding learners through the essentials of web application and API penetration testing, from foundational concepts to exploitation techniques and professional reporting. Includes real-world scenarios, practical tasks, and review questions to reinforce learning.
1 hour 12 chaptersBeginner
1 STUDYING NOW
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
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
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 for Economists
A practical course designed for economists to leverage Python for data analysis, economic modeling, and visualization. Learn how to apply Python's powerful libraries and programming techniques to solve real-world economic problems.
4 hours 21 chaptersAdvanced
3 STUDYING NOW
course
Python for Electrical Engineers
Explore how Python empowers electrical engineers to analyze circuits, process signals, and model systems. This course blends practical coding with real-world electrical engineering scenarios, using Python and its scientific libraries to solve authentic engineering problems.
4 hours 21 chaptersAdvanced
course
Python for Environmental Science
Explore how Python can be leveraged to address real-world environmental science problems. This course guides students through data analysis, visualization, and modeling techniques relevant to environmental research, using hands-on tasks and engaging theory chapters.
2 hours 19 chaptersBeginner
course
Python for FinTech
Explore how Python empowers FinTech solutions by automating financial analysis, modeling, and data-driven decision making. This course blends practical coding with real-world finance scenarios, guiding you through essential FinTech concepts and hands-on challenges.
4 hours 21 chaptersAdvanced
1 STUDYING NOW
course
Parameter-Efficient Fine-Tuning
A mathematically rigorous, code-light exploration of parameter-efficient fine-tuning (PEFT) for large neural networks. This course emphasizes linear algebra, optimization, and architectural trade-offs, providing deep intuition and theoretical grounding for modern PEFT methods.
2 hours 9 chaptersAdvanced
project
Phishing Detection with Classification
Build a zero-day phishing detection engine using structural heuristics and gradient boosting, following strict constraints: no functions, strictly linear code, and a single data load. Analyze, visualize, and classify phishing URLs using Python, pandas, seaborn, matplotlib, and scikit-learn.
Only for Ultimate
1 hour 5 chaptersBeginner
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
course
Practical Penetration Testing
A hands-on course guiding learners through the essentials of web application and API penetration testing, from foundational concepts to exploitation techniques and professional reporting. Includes real-world scenarios, practical tasks, and review questions to reinforce learning.
1 hour 12 chaptersBeginner
1 STUDYING NOW
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
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
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 for Economists
A practical course designed for economists to leverage Python for data analysis, economic modeling, and visualization. Learn how to apply Python's powerful libraries and programming techniques to solve real-world economic problems.
4 hours 21 chaptersAdvanced
3 STUDYING NOW
course
Python for Electrical Engineers
Explore how Python empowers electrical engineers to analyze circuits, process signals, and model systems. This course blends practical coding with real-world electrical engineering scenarios, using Python and its scientific libraries to solve authentic engineering problems.
4 hours 21 chaptersAdvanced
course
Python for Environmental Science
Explore how Python can be leveraged to address real-world environmental science problems. This course guides students through data analysis, visualization, and modeling techniques relevant to environmental research, using hands-on tasks and engaging theory chapters.
2 hours 19 chaptersBeginner
course
Python for FinTech
Explore how Python empowers FinTech solutions by automating financial analysis, modeling, and data-driven decision making. This course blends practical coding with real-world finance scenarios, guiding you through essential FinTech concepts and hands-on challenges.
4 hours 21 chaptersAdvanced
1 STUDYING NOW
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