Code Generation Courses and Certifications

1littlecoder

OpenHands LM - A Locally Running LLM for Coding Tasks

Discover OpenHands LM, a locally-runnable LLM built on Qwen Coder 2.5 with a 128K token context window, fine-tuned through RL-based training on diverse open-source repositories for enhanced coding capabilities.

• YouTube
• 12 minutes
• On-Demand
• Free Video

AI Engineer

Code World Model - Building World Models for Computation

Discover how neural models can learn from program execution, not just syntax, through the Code World Model approach that enables true computational reasoning and AI-driven software development.

• YouTube
• 17 minutes
• On-Demand
• Free Video

AI Engineer

Coding Evals - From Code Snippets to Codebases

Explore the evolution of AI coding capabilities from simple snippets to complete codebases, covering evaluation challenges, benchmarks, and real-world developer preferences.

• YouTube
• 18 minutes
• On-Demand
• Free Video

AI Engineer

The Infinite Software Crisis - AI, Code Generation, and the Need for Human Judgment

Discover how AI accelerates the "Infinite Software Crisis" and learn a three-phase methodology to avoid vibecoding disasters through strategic human judgment over machine-speed generation.

• YouTube
• 19 minutes
• On-Demand
• Free Video

GitHub Copilot Beginner to Pro - AI for Coding & Development

34983 ratings at Udemy

GitHub Copilot For Vibe Coding & Developers. Use Copilot AI to generate code, unit tests, + more. (GitHub Copilot 2025)

• Udemy
• 7 hours 4 minutes
• On-Demand
• Paid Course

Venelin Valkov

Long Sequence Modeling with up to 8K Tokens - Overview, Dataset & Google Colab Code

Explore XGen-7B's capabilities in long sequence modeling, including performance on NLP tasks, code generation, and document comprehension. Hands-on demo using Google Colab.

• YouTube
• 27 minutes
• On-Demand
• Free Video

ACM SIGPLAN

CacheIR: The Benefits of a Structured Representation for Inline Caches

Explore CacheIR, a structured approach to inline caching that enhances performance and security in dynamically typed languages through improved abstraction and code reuse.

• YouTube
• 20 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Seamless Code Generator Synchronization in the Composition of Heterogeneous Modeling Languages

Explore a lightweight generator composition concept using symbol tables for heterogeneous modeling languages, enabling seamless code generator synchronization and enhancing language composition capabilities.

• YouTube
• 24 minutes
• On-Demand
• Free Video

ACM SIGPLAN

Compilation of Modular and General Sparse Workspaces - PLDI 2024

Explore efficient code generation for sparse tensor algebra, focusing on sparse workspaces as adapters between compute code and result tensors. Learn about modular compiler design and performance improvements.

• YouTube
• 18 minutes
• On-Demand
• Free Video

NDC Conferences

From IL Weaving to Source Generators - The Realm Story

Explore the journey from IL Weaving to Source Generators in .NET Realm SDK development. Learn about challenges, benefits, and limitations of these techniques for simplifying developer experience and generating code.

• YouTube
• 50 minutes
• On-Demand
• Free Video

Graham Neubig

Domain Specific Modeling: Code and Math - Lecture 12

Explore code generation and math models in advanced NLP, focusing on domain-specific applications and cutting-edge techniques.

• YouTube
• 1 hour 8 minutes
• On-Demand
• Free Video

Devoxx

Introducing Code Assist - Build Applications Faster with AI

Boost developer velocity with Oracle Code Assist, an AI companion offering real-time suggestions for Java, SuiteScript, PL/SQL, and OCI environments.

• YouTube
• 43 minutes
• On-Demand
• Free Video

DevSecCon

Navigating the Future of Coding Assistants - Trends and Best Practices

Explore the evolving landscape of AI coding assistants, from implementation strategies to best practices, while learning to balance automation with human expertise in modern development.

• YouTube
• 40 minutes
• On-Demand
• Free Video

CppCon

Designing C++ Code Generator Guardrails - A Collaboration Between Teams and Users

Discover how collaborative efforts between development and outreach teams led to improved C++ code generation tools, creating better guardrails and user experience while maintaining flexibility for Bloomberg's engineering community.

• YouTube
• 1 hour 3 minutes
• On-Demand
• Free Video

AI Engineer

Supercharging Developer Workflow with Amazon Q Developer

Discover how Amazon Q Developer streamlines coding workflows through AI-powered generation, testing, documentation, and deployment while building the classic 2048 game from scratch.

• YouTube
• 13 minutes
• On-Demand
• Free Video