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Generalization Bounds

Generalization Bounds

Explore the theoretical foundations of generalization in machine learning, from classical PAC/VC bounds to modern data-dependent measures. Gain intuition for why generalization bounds matter, how they are derived, and what they doβ€”and do notβ€”tell us about real-world learning.

course

Generative Adversarial Networks Basics

Generative Adversarial Networks Basics

A comprehensive, theory-focused introduction to Generative Adversarial Networks (GANs), covering their intuition, mathematical foundations, training dynamics, key variants, and real-world challenges. This course is designed for learners seeking a deep conceptual understanding of GANs without coding.

course

Generative Art with JavaScript and P5.js

Generative Art with JavaScript and P5.js

Explore the world of creative coding and generative art using P5.js. Learn to draw and animate shapes, apply transformations, incorporate user interaction, and design algorithmic visuals. Progress from basic sketches to advanced generative systems.

course

Graph Theory for Machine Learning with Python

Graph Theory for Machine Learning with Python

Master advanced machine learning techniques tailored for graph-structured data. Explore graph theory, graph representation, node embeddings, and practical graph ML tasks using Python and essential libraries.

course

HTML Scroll Animations with AOS

HTML Scroll Animations with AOS

Learn how to enhance modern web pages with smooth scroll-triggered animations using AOS (Animate On Scroll). Gain practical experience with setup, built-in animations, timing controls, and advanced configuration options. Build visually engaging layouts, improve user experience, and apply animation best practices through real-world examples and hands-on exercises.

course

HTML Text and Media Foundations

HTML Text and Media Foundations

Learn how to create meaningful, accessible, and visually rich web content using HTML. Combine text, images, audio, and video to craft pages that are structured, engaging, and optimized for search engines. Gain practical skills in semantic markup, media integration, and navigation design to build web pages that look great and perform well.

course

Handling Data Drift in Production

Handling Data Drift in Production

A comprehensive course on understanding, detecting, and monitoring feature and data drift in machine learning pipelines using statistical and model-based methods.

course

High-Dimensional Statistics

High-Dimensional Statistics

Explore the theoretical foundations of high-dimensional statistics: why classical methods fail, how sparsity and regularization restore inference, and how geometry shapes statistical phenomena in high dimensions.

course

Implicit Bias of Learning Algorithms

Implicit Bias of Learning Algorithms

Explore the concept of implicit bias in machine learning, understanding how learning algorithms favor certain solutions even without explicit regularization. Progress from foundational definitions to linear models and deep neural networks.

course

Interactive Alerts in React with SweetAlert2

Interactive Alerts in React with SweetAlert2

Create beautiful, modern, and highly interactive alerts in React applications using SweetAlert2. Learn how to integrate SweetAlert2, trigger alerts, customize dialog content and styles, work with inputs and async workflows, chain alerts, and manage alerts effectively in real-world React projects.

course

Interactive Canvas Development with Fabric.js

Interactive Canvas Development with Fabric.js

Master Fabric.js by building interactive, object-based canvas applications. Learn how to create, select, transform, group, and manipulate shapes, images, and textβ€”just like in whiteboard apps, design tools, and annotation editors.

course

Interactive React Sliders with Swiper.js

Interactive React Sliders with Swiper.js

Master SwiperJS in React applications by learning how to build responsive, customizable, and feature-rich sliders. Start from essential setup, progress through configuration and advanced capabilities, and finish with interactivity, accessibility, and performance best practices. Gain practical, real-world skills to create modern, engaging UI experiences in React.

course

Introduction to CMake

Introduction to CMake

A beginner-friendly course introducing the essentials of CMake, the popular cross-platform build system. Learn how to set up, configure, and manage CMake projects for C and C++ development.

course

Introduction to Maven

Introduction to Maven

A beginner-friendly course designed to introduce learners to Maven, the popular Java build automation tool. This course covers the essentials of Maven, including its purpose, project structure, POM files, dependencies, plugins, lifecycle, repositories, and basic commands, with clear explanations and practical examples.

course

Java Libraries

Java Libraries

Master the essentials of Java libraries, from understanding their role in software development to effectively using standard and third-party libraries. Learn best practices, avoid common pitfalls, and gain hands-on experience with practical examples and quizzes.
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Career tracks

track
lockOnly for Ultimate
track image

Web Development with C#

laptop10 Courses
list439 Tasks

Beginner

4.7
(3429)
track
lockOnly for Ultimate
track image

Python from Zero to Hero

laptop6 Courses
list215 Tasks

Beginner

4.6
(12827)
track
lockOnly for Ultimate
track image

SQL from Zero to Hero

laptop7 Courses
list249 Tasks

Beginner

4.7
(3627)
track
lockOnly for Ultimate
track image

Π‘++ Essentials

laptop6 Courses
list124 Tasks

Beginner

4.3
(1086)
track
lockOnly for Ultimate
track image

Game Development with Unity

laptop4 Courses
list164 Tasks

Beginner

4.4
(217)
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Web Development with C#

laptop10 Courses
list439 Tasks
4.7
track
track image
For Ultimate

Only for Ultimate

Python from Zero to Hero

laptop6 Courses
list215 Tasks
4.6
track
track image
For Ultimate

Only for Ultimate

SQL from Zero to Hero

laptop7 Courses
list249 Tasks
4.7
track
track image
For Ultimate

Only for Ultimate

Π‘++ Essentials

laptop6 Courses
list124 Tasks
4.3
track
track image
For Ultimate

Only for Ultimate

Game Development with Unity

laptop4 Courses
list164 Tasks
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Courses & Projects

Technologies

course

Generalization Bounds

Generalization Bounds

Explore the theoretical foundations of generalization in machine learning, from classical PAC/VC bounds to modern data-dependent measures. Gain intuition for why generalization bounds matter, how they are derived, and what they doβ€”and do notβ€”tell us about real-world learning.

course

Generative Adversarial Networks Basics

Generative Adversarial Networks Basics

A comprehensive, theory-focused introduction to Generative Adversarial Networks (GANs), covering their intuition, mathematical foundations, training dynamics, key variants, and real-world challenges. This course is designed for learners seeking a deep conceptual understanding of GANs without coding.

course

Generative Art with JavaScript and P5.js

Generative Art with JavaScript and P5.js

Explore the world of creative coding and generative art using P5.js. Learn to draw and animate shapes, apply transformations, incorporate user interaction, and design algorithmic visuals. Progress from basic sketches to advanced generative systems.

course

Graph Theory for Machine Learning with Python

Graph Theory for Machine Learning with Python

Master advanced machine learning techniques tailored for graph-structured data. Explore graph theory, graph representation, node embeddings, and practical graph ML tasks using Python and essential libraries.

course

HTML Scroll Animations with AOS

HTML Scroll Animations with AOS

Learn how to enhance modern web pages with smooth scroll-triggered animations using AOS (Animate On Scroll). Gain practical experience with setup, built-in animations, timing controls, and advanced configuration options. Build visually engaging layouts, improve user experience, and apply animation best practices through real-world examples and hands-on exercises.

course

HTML Text and Media Foundations

HTML Text and Media Foundations

Learn how to create meaningful, accessible, and visually rich web content using HTML. Combine text, images, audio, and video to craft pages that are structured, engaging, and optimized for search engines. Gain practical skills in semantic markup, media integration, and navigation design to build web pages that look great and perform well.

course

Handling Data Drift in Production

Handling Data Drift in Production

A comprehensive course on understanding, detecting, and monitoring feature and data drift in machine learning pipelines using statistical and model-based methods.

course

High-Dimensional Statistics

High-Dimensional Statistics

Explore the theoretical foundations of high-dimensional statistics: why classical methods fail, how sparsity and regularization restore inference, and how geometry shapes statistical phenomena in high dimensions.

course

Implicit Bias of Learning Algorithms

Implicit Bias of Learning Algorithms

Explore the concept of implicit bias in machine learning, understanding how learning algorithms favor certain solutions even without explicit regularization. Progress from foundational definitions to linear models and deep neural networks.

course

Interactive Alerts in React with SweetAlert2

Interactive Alerts in React with SweetAlert2

Create beautiful, modern, and highly interactive alerts in React applications using SweetAlert2. Learn how to integrate SweetAlert2, trigger alerts, customize dialog content and styles, work with inputs and async workflows, chain alerts, and manage alerts effectively in real-world React projects.

course

Interactive Canvas Development with Fabric.js

Interactive Canvas Development with Fabric.js

Master Fabric.js by building interactive, object-based canvas applications. Learn how to create, select, transform, group, and manipulate shapes, images, and textβ€”just like in whiteboard apps, design tools, and annotation editors.

course

Interactive React Sliders with Swiper.js

Interactive React Sliders with Swiper.js

Master SwiperJS in React applications by learning how to build responsive, customizable, and feature-rich sliders. Start from essential setup, progress through configuration and advanced capabilities, and finish with interactivity, accessibility, and performance best practices. Gain practical, real-world skills to create modern, engaging UI experiences in React.

course

Introduction to CMake

Introduction to CMake

A beginner-friendly course introducing the essentials of CMake, the popular cross-platform build system. Learn how to set up, configure, and manage CMake projects for C and C++ development.

course

Introduction to Maven

Introduction to Maven

A beginner-friendly course designed to introduce learners to Maven, the popular Java build automation tool. This course covers the essentials of Maven, including its purpose, project structure, POM files, dependencies, plugins, lifecycle, repositories, and basic commands, with clear explanations and practical examples.

course

Java Libraries

Java Libraries

Master the essentials of Java libraries, from understanding their role in software development to effectively using standard and third-party libraries. Learn best practices, avoid common pitfalls, and gain hands-on experience with practical examples and quizzes.

course

Generalization Bounds

Generalization Bounds

Explore the theoretical foundations of generalization in machine learning, from classical PAC/VC bounds to modern data-dependent measures. Gain intuition for why generalization bounds matter, how they are derived, and what they doβ€”and do notβ€”tell us about real-world learning.

course

Generative Adversarial Networks Basics

Generative Adversarial Networks Basics

A comprehensive, theory-focused introduction to Generative Adversarial Networks (GANs), covering their intuition, mathematical foundations, training dynamics, key variants, and real-world challenges. This course is designed for learners seeking a deep conceptual understanding of GANs without coding.

course

Generative Art with JavaScript and P5.js

Generative Art with JavaScript and P5.js

Explore the world of creative coding and generative art using P5.js. Learn to draw and animate shapes, apply transformations, incorporate user interaction, and design algorithmic visuals. Progress from basic sketches to advanced generative systems.

course

Graph Theory for Machine Learning with Python

Graph Theory for Machine Learning with Python

Master advanced machine learning techniques tailored for graph-structured data. Explore graph theory, graph representation, node embeddings, and practical graph ML tasks using Python and essential libraries.

course

HTML Scroll Animations with AOS

HTML Scroll Animations with AOS

Learn how to enhance modern web pages with smooth scroll-triggered animations using AOS (Animate On Scroll). Gain practical experience with setup, built-in animations, timing controls, and advanced configuration options. Build visually engaging layouts, improve user experience, and apply animation best practices through real-world examples and hands-on exercises.

course

HTML Text and Media Foundations

HTML Text and Media Foundations

Learn how to create meaningful, accessible, and visually rich web content using HTML. Combine text, images, audio, and video to craft pages that are structured, engaging, and optimized for search engines. Gain practical skills in semantic markup, media integration, and navigation design to build web pages that look great and perform well.

course

Handling Data Drift in Production

Handling Data Drift in Production

A comprehensive course on understanding, detecting, and monitoring feature and data drift in machine learning pipelines using statistical and model-based methods.

course

High-Dimensional Statistics

High-Dimensional Statistics

Explore the theoretical foundations of high-dimensional statistics: why classical methods fail, how sparsity and regularization restore inference, and how geometry shapes statistical phenomena in high dimensions.

course

Implicit Bias of Learning Algorithms

Implicit Bias of Learning Algorithms

Explore the concept of implicit bias in machine learning, understanding how learning algorithms favor certain solutions even without explicit regularization. Progress from foundational definitions to linear models and deep neural networks.

course

Interactive Alerts in React with SweetAlert2

Interactive Alerts in React with SweetAlert2

Create beautiful, modern, and highly interactive alerts in React applications using SweetAlert2. Learn how to integrate SweetAlert2, trigger alerts, customize dialog content and styles, work with inputs and async workflows, chain alerts, and manage alerts effectively in real-world React projects.

course

Interactive Canvas Development with Fabric.js

Interactive Canvas Development with Fabric.js

Master Fabric.js by building interactive, object-based canvas applications. Learn how to create, select, transform, group, and manipulate shapes, images, and textβ€”just like in whiteboard apps, design tools, and annotation editors.

course

Interactive React Sliders with Swiper.js

Interactive React Sliders with Swiper.js

Master SwiperJS in React applications by learning how to build responsive, customizable, and feature-rich sliders. Start from essential setup, progress through configuration and advanced capabilities, and finish with interactivity, accessibility, and performance best practices. Gain practical, real-world skills to create modern, engaging UI experiences in React.

course

Introduction to CMake

Introduction to CMake

A beginner-friendly course introducing the essentials of CMake, the popular cross-platform build system. Learn how to set up, configure, and manage CMake projects for C and C++ development.

course

Introduction to Maven

Introduction to Maven

A beginner-friendly course designed to introduce learners to Maven, the popular Java build automation tool. This course covers the essentials of Maven, including its purpose, project structure, POM files, dependencies, plugins, lifecycle, repositories, and basic commands, with clear explanations and practical examples.

course

Java Libraries

Java Libraries

Master the essentials of Java libraries, from understanding their role in software development to effectively using standard and third-party libraries. Learn best practices, avoid common pitfalls, and gain hands-on experience with practical examples and quizzes.
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