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Predicting Potable Water Quality

Predicting Potable Water Quality

Build a predictive model to identify potable water using chemical measurements, evaluating model performance and feature importance for decision support.

new

Intermediate

ENVIRONMENT

project

Predicting Red Wine Quality with Machine Learning

Predicting Red Wine Quality with Machine Learning

Explore how machine learning can reveal key chemical traits that distinguish high-quality red wines using real-world data.

new

Intermediate

MARKETING & SALES

project

Uncovering Aviation Accident Risk Patterns

Uncovering Aviation Accident Risk Patterns

This project develops your ability to analyze aviation incident data, uncover risk patterns, and communicate key safety insights using real-world datasets.

new

Beginner

TRANSPORTATION & MOBILITY

project

Uncovering Netflix Trends

Uncovering Netflix Trends

In this project, you'll analyze Netflix's content catalog to uncover genre trends, optimal content durations, and acquisition strategies for competitive benchmarking.

new

Beginner

SPORTS & MEDIA

project

Unlocking Book Publishing Success with Data

Unlocking Book Publishing Success with Data

Explore data-driven strategies for book publishing success by analyzing authorship trends, publication timing, and the relationship between book length and ratings.

new

Beginner

SPORTS & MEDIA

course

API Gateway in Spring Boot

API Gateway in Spring Boot

A beginner-friendly course introducing the fundamentals of API Gateways and their practical implementation using Spring Boot. Learn the basics, explore routing, filters, security, and request handling in a clear and simple way.

new

Intermediate

1 STUDYING NOW

course

Active Learning with Python

Active Learning with Python

Explore the principles and practical techniques of Active Learning to maximize label efficiency in machine learning workflows. Learn the core concepts, sampling strategies, and hands-on iterative simulations using Python and scikit-learn.

new

Intermediate

project

Analyzing Book Popularity

Analyzing Book Popularity

A hands-on project guiding learners through data cleaning, feature engineering, and exploratory data analysis (EDA) to uncover what makes a book popular in a book exchange community. Learners will work with a real-world dataset, applying practical Python and pandas skills, and visualizing insights with seaborn.

new

Only for Ultimate

Beginner

project

Analyzing Social Influences on High School Performance (SHORT)

Analyzing Social Influences on High School Performance (SHORT)

Explore how romantic relationships may impact academic performance differently for male and female students using statistical analysis and visualization.

new

Intermediate

EDUCATION

project

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

A hands-on guided project using the Animal Crossing: New Horizons villager dataset to explore feature engineering, clustering, and basic NLP for uncovering hidden personality archetypes and analyzing dialogue styles.

new

Only for Ultimate

Intermediate

course

Animations in React with Framer Motion

Animations in React with Framer Motion

Master UI animation techniques in React using Framer Motion. Build animated components, control motion through state and variants, implement interactive gestures, and optimize animations for performance and accessibility. Apply animation patterns that scale across real application interfaces and navigation flows.

new

Beginner

course

Applied Hypothesis Testing & A/B Testing

Applied Hypothesis Testing & A/B Testing

Master the principles and practical application of hypothesis testing and A/B testing. Learn statistical tests, experiment design, data preparation, and analysis techniques using Python to make data-driven decisions in real-world scenarios.

new

Beginner

2 STUDYING NOW

course

Attention Mechanisms Theory

Attention Mechanisms Theory

A fully theoretical, architecture-focused exploration of attention mechanisms in modern neural networks. This course provides deep conceptual understanding of how attention works, its inductive biases, scaling properties, and fundamental limitations.

new

Advanced

course

Autoencoders and Representation Learning

Autoencoders and Representation Learning

A comprehensive, theory-driven exploration of autoencoders and representation learning, covering foundational concepts, key autoencoder variants, mathematical underpinnings, and practical interpretability insights. This course is designed for learners seeking a deep conceptual understanding of autoencoders, their architectures, and their role in modern machine learning.

new

Advanced

course

Axios for React Applications

Axios for React Applications

Learn how to integrate Axios into React applications for reliable data fetching and API communication. Practice performing HTTP requests, handling responses and errors, configuring Axios globally, and managing requests efficiently. Gain practical experience structuring API logic for scalable and maintainable React projects.

new

Intermediate

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Career tracks

Only for Ultimate

SQL from Zero to Hero

Beginner

Only for Ultimate

С++ Essentials

Beginner

Only for Ultimate

Game Development with Unity

Beginner

Only for Ultimate

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Only for Ultimate

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Only for Ultimate

SQL from Zero to Hero

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Only for Ultimate

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track

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Courses & Projects

Technologies

project

Predicting Potable Water Quality

Predicting Potable Water Quality

Build a predictive model to identify potable water using chemical measurements, evaluating model performance and feature importance for decision support.

new

Intermediate

ENVIRONMENT

project

Predicting Red Wine Quality with Machine Learning

Predicting Red Wine Quality with Machine Learning

Explore how machine learning can reveal key chemical traits that distinguish high-quality red wines using real-world data.

new

Intermediate

MARKETING & SALES

project

Uncovering Aviation Accident Risk Patterns

Uncovering Aviation Accident Risk Patterns

This project develops your ability to analyze aviation incident data, uncover risk patterns, and communicate key safety insights using real-world datasets.

new

Beginner

TRANSPORTATION & MOBILITY

project

Uncovering Netflix Trends

Uncovering Netflix Trends

In this project, you'll analyze Netflix's content catalog to uncover genre trends, optimal content durations, and acquisition strategies for competitive benchmarking.

new

Beginner

SPORTS & MEDIA

project

Unlocking Book Publishing Success with Data

Unlocking Book Publishing Success with Data

Explore data-driven strategies for book publishing success by analyzing authorship trends, publication timing, and the relationship between book length and ratings.

new

Beginner

SPORTS & MEDIA

course

API Gateway in Spring Boot

API Gateway in Spring Boot

A beginner-friendly course introducing the fundamentals of API Gateways and their practical implementation using Spring Boot. Learn the basics, explore routing, filters, security, and request handling in a clear and simple way.

new

Intermediate

1 STUDYING NOW

course

Active Learning with Python

Active Learning with Python

Explore the principles and practical techniques of Active Learning to maximize label efficiency in machine learning workflows. Learn the core concepts, sampling strategies, and hands-on iterative simulations using Python and scikit-learn.

new

Intermediate

project

Analyzing Book Popularity

Analyzing Book Popularity

A hands-on project guiding learners through data cleaning, feature engineering, and exploratory data analysis (EDA) to uncover what makes a book popular in a book exchange community. Learners will work with a real-world dataset, applying practical Python and pandas skills, and visualizing insights with seaborn.

new

Only for Ultimate

Beginner

project

Analyzing Social Influences on High School Performance (SHORT)

Analyzing Social Influences on High School Performance (SHORT)

Explore how romantic relationships may impact academic performance differently for male and female students using statistical analysis and visualization.

new

Intermediate

EDUCATION

project

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

A hands-on guided project using the Animal Crossing: New Horizons villager dataset to explore feature engineering, clustering, and basic NLP for uncovering hidden personality archetypes and analyzing dialogue styles.

new

Only for Ultimate

Intermediate

course

Animations in React with Framer Motion

Animations in React with Framer Motion

Master UI animation techniques in React using Framer Motion. Build animated components, control motion through state and variants, implement interactive gestures, and optimize animations for performance and accessibility. Apply animation patterns that scale across real application interfaces and navigation flows.

new

Beginner

course

Applied Hypothesis Testing & A/B Testing

Applied Hypothesis Testing & A/B Testing

Master the principles and practical application of hypothesis testing and A/B testing. Learn statistical tests, experiment design, data preparation, and analysis techniques using Python to make data-driven decisions in real-world scenarios.

new

Beginner

2 STUDYING NOW

course

Attention Mechanisms Theory

Attention Mechanisms Theory

A fully theoretical, architecture-focused exploration of attention mechanisms in modern neural networks. This course provides deep conceptual understanding of how attention works, its inductive biases, scaling properties, and fundamental limitations.

new

Advanced

course

Autoencoders and Representation Learning

Autoencoders and Representation Learning

A comprehensive, theory-driven exploration of autoencoders and representation learning, covering foundational concepts, key autoencoder variants, mathematical underpinnings, and practical interpretability insights. This course is designed for learners seeking a deep conceptual understanding of autoencoders, their architectures, and their role in modern machine learning.

new

Advanced

course

Axios for React Applications

Axios for React Applications

Learn how to integrate Axios into React applications for reliable data fetching and API communication. Practice performing HTTP requests, handling responses and errors, configuring Axios globally, and managing requests efficiently. Gain practical experience structuring API logic for scalable and maintainable React projects.

new

Intermediate

project

Predicting Potable Water Quality

Predicting Potable Water Quality

Build a predictive model to identify potable water using chemical measurements, evaluating model performance and feature importance for decision support.

new

Intermediate

ENVIRONMENT

project

Predicting Red Wine Quality with Machine Learning

Predicting Red Wine Quality with Machine Learning

Explore how machine learning can reveal key chemical traits that distinguish high-quality red wines using real-world data.

new

Intermediate

MARKETING & SALES

project

Uncovering Aviation Accident Risk Patterns

Uncovering Aviation Accident Risk Patterns

This project develops your ability to analyze aviation incident data, uncover risk patterns, and communicate key safety insights using real-world datasets.

new

Beginner

TRANSPORTATION & MOBILITY

project

Uncovering Netflix Trends

Uncovering Netflix Trends

In this project, you'll analyze Netflix's content catalog to uncover genre trends, optimal content durations, and acquisition strategies for competitive benchmarking.

new

Beginner

SPORTS & MEDIA

project

Unlocking Book Publishing Success with Data

Unlocking Book Publishing Success with Data

Explore data-driven strategies for book publishing success by analyzing authorship trends, publication timing, and the relationship between book length and ratings.

new

Beginner

SPORTS & MEDIA

course

API Gateway in Spring Boot

API Gateway in Spring Boot

A beginner-friendly course introducing the fundamentals of API Gateways and their practical implementation using Spring Boot. Learn the basics, explore routing, filters, security, and request handling in a clear and simple way.

new

Intermediate

1 STUDYING NOW

course

Active Learning with Python

Active Learning with Python

Explore the principles and practical techniques of Active Learning to maximize label efficiency in machine learning workflows. Learn the core concepts, sampling strategies, and hands-on iterative simulations using Python and scikit-learn.

new

Intermediate

project

Analyzing Book Popularity

Analyzing Book Popularity

A hands-on project guiding learners through data cleaning, feature engineering, and exploratory data analysis (EDA) to uncover what makes a book popular in a book exchange community. Learners will work with a real-world dataset, applying practical Python and pandas skills, and visualizing insights with seaborn.

new

Only for Ultimate

Beginner

project

Analyzing Social Influences on High School Performance (SHORT)

Analyzing Social Influences on High School Performance (SHORT)

Explore how romantic relationships may impact academic performance differently for male and female students using statistical analysis and visualization.

new

Intermediate

EDUCATION

project

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

Animal Crossing Villager Personality Clustering & Dialogue Style Analysis

A hands-on guided project using the Animal Crossing: New Horizons villager dataset to explore feature engineering, clustering, and basic NLP for uncovering hidden personality archetypes and analyzing dialogue styles.

new

Only for Ultimate

Intermediate

course

Animations in React with Framer Motion

Animations in React with Framer Motion

Master UI animation techniques in React using Framer Motion. Build animated components, control motion through state and variants, implement interactive gestures, and optimize animations for performance and accessibility. Apply animation patterns that scale across real application interfaces and navigation flows.

new

Beginner

course

Applied Hypothesis Testing & A/B Testing

Applied Hypothesis Testing & A/B Testing

Master the principles and practical application of hypothesis testing and A/B testing. Learn statistical tests, experiment design, data preparation, and analysis techniques using Python to make data-driven decisions in real-world scenarios.

new

Beginner

2 STUDYING NOW

course

Attention Mechanisms Theory

Attention Mechanisms Theory

A fully theoretical, architecture-focused exploration of attention mechanisms in modern neural networks. This course provides deep conceptual understanding of how attention works, its inductive biases, scaling properties, and fundamental limitations.

new

Advanced

course

Autoencoders and Representation Learning

Autoencoders and Representation Learning

A comprehensive, theory-driven exploration of autoencoders and representation learning, covering foundational concepts, key autoencoder variants, mathematical underpinnings, and practical interpretability insights. This course is designed for learners seeking a deep conceptual understanding of autoencoders, their architectures, and their role in modern machine learning.

new

Advanced

course

Axios for React Applications

Axios for React Applications

Learn how to integrate Axios into React applications for reliable data fetching and API communication. Practice performing HTTP requests, handling responses and errors, configuring Axios globally, and managing requests efficiently. Gain practical experience structuring API logic for scalable and maintainable React projects.

new

Intermediate

not found

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what you're looking for

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