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Deep Dive into LLMs: Building and Training GPT Models from Scratch
12h 28m
Advanced
—/ 5.009

Deep Dive into LLMs: Building and Training GPT Models from Scratch

Master the inner workings of Large Language Models by coding a complete GPT-style architecture from scratch. Learn tokenization, multi-head attention, pretraining, and supervised fine-tuning using PyTorch and Python. Build, train, and align your own deep learning models.

YTCourse
Mastering AWS Cloud Foundations: CLF-C02 Certification Prep
16h 6m
Beginner
—/ 5.007

Mastering AWS Cloud Foundations: CLF-C02 Certification Prep

Master core AWS services, cloud security, architecture, and billing models to ace the AWS Certified Cloud Practitioner (CLF-C02) exam. This comprehensive, structured guide provides foundational cloud knowledge, practical service overviews, and key exam preparation strategies for success.

YTCourse
Figma UI/UX Design Masterclass: From Beginner to Pro Portfolio
6h 22m
Beginner
—/ 5.003

Figma UI/UX Design Masterclass: From Beginner to Pro Portfolio

Master Figma from the ground up. Learn essential UI/UX design tools, style guides, auto layout, and responsive constraints. Build real-world projects including travel sites, food delivery apps, and 3D web elements to launch your professional design portfolio.

YTCourse
Claude Code Mastery: Build and Refactor Apps 10x Faster
1h 10m
Intermediate
—/ 5.0012

Claude Code Mastery: Build and Refactor Apps 10x Faster

Supercharge your development workflow with Claude Code. Learn to install, configure, and use Anthropic's powerful command-line AI assistant to build, test, and refactor applications with project memory, plan mode, and model context protocols.

YTCourse
AI-Assisted Database Engineering: Master Claude Code for System Design
1h 27m
Intermediate
—/ 5.002

AI-Assisted Database Engineering: Master Claude Code for System Design

Learn to leverage Anthropic's Claude Code CLI to refactor, build, and optimize high-performance database systems. Explore installation, shell modes, and sub-agents while analyzing NoSQL migrations from MongoDB to ScyllaDB.

YTCourse
Building Intelligent AI Agents with Python and LangChain
1h 2m
Intermediate
—/ 5.003

Building Intelligent AI Agents with Python and LangChain

Master the LangChain Python framework to build intelligent, autonomous AI agents. Learn to implement conversations, streaming, RAG with vector stores, dynamic prompts, and custom middleware for production-ready applications.

YTCourse
Architecting Production-Ready AI Agents: From LLM Fundamentals to Multi-Agent Workflows
1h 3m
Intermediate
—/ 5.005

Architecting Production-Ready AI Agents: From LLM Fundamentals to Multi-Agent Workflows

Master the fundamentals of AI agents, LangChain, vector databases, and RAG. Learn to build stateful multi-agent workflows with LangGraph and integrate external tools using the Model Context Protocol (MCP) through hands-on labs.

YTCourse
Production-Ready AI Agents with Python: From Foundations to Agentic Systems
6h 8m
Intermediate
—/ 5.003

Production-Ready AI Agents with Python: From Foundations to Agentic Systems

Master Python for AI development, build reliable AI agents from first principles, implement high-performance hybrid search RAG pipelines, and establish systematic LLM evaluations for production-grade systems.

YTCourse
Event-Driven Architecture with Apache Kafka: Python and Docker Hands-On
1h 14m
Intermediate
—/ 5.004

Event-Driven Architecture with Apache Kafka: Python and Docker Hands-On

Master Apache Kafka by building a real-time event-driven Python application. Learn core streaming concepts, spin up brokers with Docker Compose, and implement producers and consumers. This hands-on guide prepares you for building scalable data pipelines and real-time AI integrations.

YTCourse
Mastering Kubernetes: From Container Basics to Production-Ready Deployments
3h 36m
Beginner
—/ 5.001

Mastering Kubernetes: From Container Basics to Production-Ready Deployments

Learn Kubernetes from scratch in this comprehensive, hands-on course. Master container orchestration, core K8s components, architecture, local setup with Minikube, YAML configurations, networking, Helm, and persistent storage.

YTCourse
Claude AI Masterclass: From Prompt Engineering to Claude Code Automation
1h 58m
Intermediate
—/ 5.009

Claude AI Masterclass: From Prompt Engineering to Claude Code Automation

Master Anthropic's Claude ecosystem. Go from basic prompting and UI settings to advanced features like Claude Projects, Artifacts, Desktop Cowork automation, custom Skills, and command-line development with Claude Code.

YTCourse

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CATEGORY

Agentic AI

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Artificial Intelligence has undergone a rapid evolution. We have transitioned from Predictive AI (which forecasts trends based on historical data) to Generative AI (which creates text, images, and code based on prompts). Today, we are entering the era of Agentic AI.

38Courses
27Learners
CATEGORY

Artificial Intelligence

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Artificial Intelligence (AI) is one of the most transformative and rapidly evolving fields of modern technology. At its core, AI is a branch of computer science dedicated to creating systems capable of performing tasks that would typically require human intelligence. These tasks include learning, reasoning, problem-solving, perception, and understanding natural language.

20Courses
23Learners
CATEGORY

Python

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Python is a high-level, interpreted, and general-purpose programming language that has become one of the most popular languages in the world. Created by Guido van Rossum and first released in 1991, Python was designed with a core philosophy: code readability and simplicity.

37Courses
22Learners
CATEGORY

Java

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Java is a versatile, high-level, class-based, and object-oriented programming language designed to have as few implementation dependencies as possible. Since its inception, Java has become one of the most popular programming languages in the world, powering billions of devices, including smartphones, enterprise servers, desktop computers, and embedded systems.

29Courses
19Learners
CATEGORY

Machine Learning

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Machine Learning (ML) is a dynamic subfield of Artificial Intelligence (AI) focused on building systems that can learn from, and make decisions based on, data. Unlike traditional software engineering, where developers write explicit, rule-based instructions to solve a problem, machine learning allows computers to analyze massive datasets, identify underlying patterns, and improve their performance autonomously over time.

8Courses
14Learners
CATEGORY

Databases

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In the modern digital era, data is one of the most valuable assets for any organization. To leverage this data effectively, systems must be able to store, retrieve, manipulate, and manage it efficiently. This is where Databases and Database Management Systems (DBMS) come into play.

10Courses
8Learners
CATEGORY

Distributed Systems

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A Distributed System is a collection of autonomous computing entities (nodes) that communicate over a network and coordinate their actions by passing messages. To the end-user, the system appears as a single, coherent, unified computer.

16Courses
7Learners
CATEGORY

Devops

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DevOps is a synthesis of Development (Dev) and Operations (Ops). Rather than being a single software tool, a job title, or a specific technology, DevOps is a cultural philosophy, a set of practices, and a collaborative movement. It is designed to break down the traditional silos between software development teams and IT operations teams, enabling organizations to deliver applications and services at high velocity.

14Courses
7Learners
CATEGORY

Rust

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Explore this category to discover structured courses, resources, and a community of learners dedicated to mastering these subjects.

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DNS & Traffic Management

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Spring Framework

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Cloud Engineering

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Rust Programming Essentials: Fast, Memory-Safe Systems for Data Developers
1h 2m
Beginner
—/ 5.001

Rust Programming Essentials: Fast, Memory-Safe Systems for Data Developers

Learn Rust fundamentals and memory safety to accelerate data workflows. Designed for Python developers and analysts, this hands-on course covers Cargo, references, error handling, and vectors while contrasting systems programming with tools like pandas, statsmodels, and Prophet.

Caleb Curry
Mastering Data Structures and Algorithms in Java: From Big O to Interview Success
49h 44m
Intermediate
—/ 5.000

Mastering Data Structures and Algorithms in Java: From Big O to Interview Success

Master essential data structures and algorithms in Java to ace technical coding interviews. Learn Big O complexity, dynamic programming, trees, graphs, and algorithmic patterns through comprehensive problem-solving techniques.

freeCodeCamp.org
Enterprise Java Backend with Spring Framework & Spring Boot: From First Principles to Production
46h 45m
Intermediate
—/ 5.000

Enterprise Java Backend with Spring Framework & Spring Boot: From First Principles to Production

Master enterprise Java backend engineering with Spring Framework and Spring Boot. Learn IoC, dependency injection, Spring MVC, Hibernate, JPA transactions, JWT authentication, OAuth 2.0, and automated testing from first principles to build production-grade web applications.

Coder Army
Building a Complete 2D Platformer in Godot 4: From Physics to Finite State Machines
8h 3m
Beginner
—/ 5.001

Building a Complete 2D Platformer in Godot 4: From Physics to Finite State Machines

Learn 2D game development in Godot 4 from scratch. Build a full platformer featuring smooth character physics, finite state machines, enemy AI with RayCast2D, dynamic tilemaps, parallax backgrounds, and custom interactive mechanics.

YTCourse
Mastering AI Fluency: The 4D Framework for Collaborative AI
1h 9m
Beginner
—/ 5.000

Mastering AI Fluency: The 4D Framework for Collaborative AI

Develop a practical framework for human-AI collaboration. Learn to effectively delegate, describe, discern, and apply diligence when working with generative AI models like Claude.

YTCourse
Mastering WebSockets: Building Real-Time Bidirectional Applications
1h 5m
Intermediate
—/ 5.000

Mastering WebSockets: Building Real-Time Bidirectional Applications

Learn the fundamentals of WebSockets, from the HTTP handshake to building live client-server applications. Explore real-time architecture, pros and cons, and production scaling.

YTCourse
Piano By Ear: Master Ear Training & Play Songs Instantly
32m
Beginner
—/ 5.001

Piano By Ear: Master Ear Training & Play Songs Instantly

Unlock the secrets to playing piano by ear. Learn to decode melodies, master chord progressions, identify keys using relative pitch, and speak the language of music fluently without relying on sheet music.

YTCourse
Mastering Piano Chords: The 7-System Method to Play Any Chord
56m
Beginner
—/ 5.001

Mastering Piano Chords: The 7-System Method to Play Any Chord

Unlock the secrets of chord-style piano playing. Learn foundational music theory, intervals, and a powerful 7-system framework to read and play any chord symbol on the keyboard with confidence. Perfect for beginners starting their musical journey.

YTCourse
Mastering Physical Chemistry for JEE: From Foundations to Advanced Equilibrium
23h 4m
Intermediate
—/ 5.000

Mastering Physical Chemistry for JEE: From Foundations to Advanced Equilibrium

Master core physical chemistry concepts for JEE. This comprehensive course covers stoichiometry, atomic structure, gaseous states, chemical & ionic equilibrium, and liquid solutions with detailed theory and solved PYQs.

YTCourse
Mastering Music Theory: From Sound Design Fundamentals to Advanced Harmony
2h 15m
Intermediate
—/ 5.000

Mastering Music Theory: From Sound Design Fundamentals to Advanced Harmony

Unravel the mysteries of music theory in this comprehensive guide. Learn everything from acoustic fundamentals and chord construction to advanced modal modulations and rhythmic structures to elevate your songwriting, production, and sound design.

YTCourse
Mastering AI-Driven Development with OpenAI Codex: From Setup to Autonomous Agents
2h 42m
Beginner
—/ 5.002

Mastering AI-Driven Development with OpenAI Codex: From Setup to Autonomous Agents

Master OpenAI Codex to build, manage, and deploy applications using autonomous AI agents. Learn to set up workspaces, leverage git worktrees, configure Agents.md, and build three complete applications step-by-step from scratch.

YTCourse
Data Analysis and Visualization Fundamentals with Python, Pandas, and Matplotlib
22m
Beginner
—/ 5.000

Data Analysis and Visualization Fundamentals with Python, Pandas, and Matplotlib

Master the basics of data science by learning how to analyze and visualize real-world datasets. Using Python, Pandas, and Matplotlib within Jupyter Notebooks, you will plot population growth trends and compare relative data.

YTCourse

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