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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

course

Advanced Go

Advanced Go

Deepen your Go expertise by mastering advanced language features, idiomatic design, and practical skills for robust Go development. This course builds on foundational Go knowledge, exploring methods, interfaces, generics, packages, memory management, and more.

new

Beginner

course

Advanced Tree-Based Models with Python

Advanced Tree-Based Models with Python

Master the most powerful modern tree-based ensemble methods—CatBoost, XGBoost, and LightGBM. Learn their unique innovations, practical tuning, and how to leverage them for high-performance machine learning tasks.

new

Intermediate

course

Ai Explainable Chapter Items e2e

Ai Explainable Chapter Items e2e

new

Beginner

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 Department Revenue

Analyzing Department Revenue

A hands-on project for professional developers to analyze and merge departmental performance and structure data using pandas. Learn to load, inspect, clean, filter, merge, and aggregate real-world datasets with persistent variables across chapters.

new

Only for Ultimate

Intermediate

project

Analyzing Sales Performance with Python

Analyzing Sales Performance with Python

Real sales data becomes the foundation for uncovering performance patterns and understanding how different product lines contribute to overall results. The workflow moves from raw records to structured insights through data cleaning, revenue calculation, and product-level evaluation, forming a practical analytical pipeline commonly used in real business environments.

new

Only for Ultimate

Intermediate

MARKETING & SALES

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

Analyzing Social Influences on High School Performance (TEST)

Analyzing Social Influences on High School Performance (TEST)

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

Animal Crossing Villager Personality Clustering

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

project

Animal Shelter Adoption Analytics (SHORT)

Animal Shelter Adoption Analytics (SHORT)

This project explores data-driven insights in animal shelter operations, focusing on factors influencing pet adoption rates using real-world datasets.

new

Beginner

ENVIRONMENT

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

project

Anime Recommendation System

Anime Recommendation System

Build a content-based recommendation engine for anime using pandas and scikit-learn, focusing on feature engineering, EDA for hidden gems, similarity-based recommendations, and insightful visualizations – all without defining custom functions.

new

Only for Ultimate

Beginner

course

Apache Arrow and PyArrow for Data Scientists

Apache Arrow and PyArrow for Data Scientists

Master Apache Arrow as a columnar in-memory data standard and learn to use PyArrow for efficient, interoperable data science workflows. Explore Arrow's data model, memory layout, and integration with pandas and Parquet.

new

Advanced

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dsa banner mobile

Unsure where
to begin?

Career tracks

Only for Ultimate

TEST TRACK 12

Beginner

Only for Ultimate

Full Stack Web Development 2024

Beginner

Only for Ultimate

Become a React Developer 2024

Intermediate

Only for Ultimate

Mastering Data Visualization (2023)

Intermediate

Only for Ultimate

SQL from Zero to Hero 2023

Beginner

track

Only for Ultimate

TEST TRACK 12

track

Only for Ultimate

Full Stack Web Development 2024

track

Only for Ultimate

Become a React Developer 2024

track

Only for Ultimate

Mastering Data Visualization (2023)

track

Only for Ultimate

SQL from Zero to Hero 2023

Courses & Projects

Technologies

course

Abtest Test

Abtest Test

new

Beginner

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

course

Advanced Go

Advanced Go

Deepen your Go expertise by mastering advanced language features, idiomatic design, and practical skills for robust Go development. This course builds on foundational Go knowledge, exploring methods, interfaces, generics, packages, memory management, and more.

new

Beginner

course

Advanced Tree-Based Models with Python

Advanced Tree-Based Models with Python

Master the most powerful modern tree-based ensemble methods—CatBoost, XGBoost, and LightGBM. Learn their unique innovations, practical tuning, and how to leverage them for high-performance machine learning tasks.

new

Intermediate

course

Ai Explainable Chapter Items e2e

Ai Explainable Chapter Items e2e

new

Beginner

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 Department Revenue

Analyzing Department Revenue

A hands-on project for professional developers to analyze and merge departmental performance and structure data using pandas. Learn to load, inspect, clean, filter, merge, and aggregate real-world datasets with persistent variables across chapters.

new

Only for Ultimate

Intermediate

project

Analyzing Sales Performance with Python

Analyzing Sales Performance with Python

Real sales data becomes the foundation for uncovering performance patterns and understanding how different product lines contribute to overall results. The workflow moves from raw records to structured insights through data cleaning, revenue calculation, and product-level evaluation, forming a practical analytical pipeline commonly used in real business environments.

new

Only for Ultimate

Intermediate

MARKETING & SALES

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

Analyzing Social Influences on High School Performance (TEST)

Analyzing Social Influences on High School Performance (TEST)

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

Animal Crossing Villager Personality Clustering

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

project

Animal Shelter Adoption Analytics (SHORT)

Animal Shelter Adoption Analytics (SHORT)

This project explores data-driven insights in animal shelter operations, focusing on factors influencing pet adoption rates using real-world datasets.

new

Beginner

ENVIRONMENT

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

project

Anime Recommendation System

Anime Recommendation System

Build a content-based recommendation engine for anime using pandas and scikit-learn, focusing on feature engineering, EDA for hidden gems, similarity-based recommendations, and insightful visualizations – all without defining custom functions.

new

Only for Ultimate

Beginner

course

Apache Arrow and PyArrow for Data Scientists

Apache Arrow and PyArrow for Data Scientists

Master Apache Arrow as a columnar in-memory data standard and learn to use PyArrow for efficient, interoperable data science workflows. Explore Arrow's data model, memory layout, and integration with pandas and Parquet.

new

Advanced

course

Abtest Test

Abtest Test

new

Beginner

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

course

Advanced Go

Advanced Go

Deepen your Go expertise by mastering advanced language features, idiomatic design, and practical skills for robust Go development. This course builds on foundational Go knowledge, exploring methods, interfaces, generics, packages, memory management, and more.

new

Beginner

course

Advanced Tree-Based Models with Python

Advanced Tree-Based Models with Python

Master the most powerful modern tree-based ensemble methods—CatBoost, XGBoost, and LightGBM. Learn their unique innovations, practical tuning, and how to leverage them for high-performance machine learning tasks.

new

Intermediate

course

Ai Explainable Chapter Items e2e

Ai Explainable Chapter Items e2e

new

Beginner

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 Department Revenue

Analyzing Department Revenue

A hands-on project for professional developers to analyze and merge departmental performance and structure data using pandas. Learn to load, inspect, clean, filter, merge, and aggregate real-world datasets with persistent variables across chapters.

new

Only for Ultimate

Intermediate

project

Analyzing Sales Performance with Python

Analyzing Sales Performance with Python

Real sales data becomes the foundation for uncovering performance patterns and understanding how different product lines contribute to overall results. The workflow moves from raw records to structured insights through data cleaning, revenue calculation, and product-level evaluation, forming a practical analytical pipeline commonly used in real business environments.

new

Only for Ultimate

Intermediate

MARKETING & SALES

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

Analyzing Social Influences on High School Performance (TEST)

Analyzing Social Influences on High School Performance (TEST)

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

Animal Crossing Villager Personality Clustering

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

project

Animal Shelter Adoption Analytics (SHORT)

Animal Shelter Adoption Analytics (SHORT)

This project explores data-driven insights in animal shelter operations, focusing on factors influencing pet adoption rates using real-world datasets.

new

Beginner

ENVIRONMENT

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

project

Anime Recommendation System

Anime Recommendation System

Build a content-based recommendation engine for anime using pandas and scikit-learn, focusing on feature engineering, EDA for hidden gems, similarity-based recommendations, and insightful visualizations – all without defining custom functions.

new

Only for Ultimate

Beginner

course

Apache Arrow and PyArrow for Data Scientists

Apache Arrow and PyArrow for Data Scientists

Master Apache Arrow as a columnar in-memory data standard and learn to use PyArrow for efficient, interoperable data science workflows. Explore Arrow's data model, memory layout, and integration with pandas and Parquet.

new

Advanced

not found

Sorry... We can't find
what you're looking for

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