Code Generation Courses and Certifications

Rapid Application Development with Code Generation

This rapid application development course will teach you practical techniques to accelerate development using CLIs, live templates, helpful libraries, and tooling.

• Frontend Masters
• 3-4 hours
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

AWS SimuLearn: Code Generation with Prompt Engineering

Hands-on experience with AI-powered simulations to design and build AWS solutions, focusing on code generation through prompt engineering and real-world scenarios.

• AWS Skill Builder
• 1 hour
• On-Demand
• Paid Course

Yannic Kilcher

Competition-Level Code Generation with AlphaCode - Paper Review

Explore DeepMind's AlphaCode system for solving competitive programming problems, its architecture, and performance in real competitions. Learn about key components and innovative techniques.

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

Sam Witteveen

Meta's Code World Model - Understanding LLM Token Generation Through World Models

Explore Meta's innovative Code World Model - an LLM trained differently to understand generated tokens better than conventional models for enhanced code generation capabilities.

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

Databricks

Understanding and Improving Code Generation in Spark

Explore Spark's code generation techniques, challenges with large queries, and Workday's improvements for handling whole-stage codegen, enhancing performance in production workloads.

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

CMU Database Group

JIT Query Compilation and Code Generation - Lecture 7

Explore JIT query compilation and code generation techniques for advanced database systems, focusing on performance optimization and efficient query execution.

• YouTube
• 1 hour 22 minutes
• On-Demand
• Free Video

CMU Database Group

Query Compilation and JIT Code Generation in Advanced Databases - Lecture 9

Explore query compilation and JIT code generation in advanced database systems, focusing on code specialization, holistic compilation, and performance optimization techniques.

• YouTube
• 1 hour 21 minutes
• On-Demand
• Free Video

AI Engineer

Code Generation and Maintenance at Scale

Explore how AI agents struggle with large codebases and discover practical tools that make developers superhuman, plus a vision for superintelligent developer assistants.

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

Discover AI

Scattered Forest Search: A New Algorithm for Code Generation with LLMs

Explore the innovative Scattered Forest Search algorithm for optimizing code generation with LLMs, covering implementation techniques, theoretical foundations, and benchmark performance.

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

Building Embedded Drivers for Industrial Communication Using Code Generation

Learn to build embedded drivers for industrial communication using code generation techniques, focusing on challenges, MSpec examples, and integration testing.

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

Weights & Biases

DSPy for Code Generation - NeurIPS Hacker Cup AI

Explore DSPy's innovative approach to code generation, enhancing AI capabilities for developers and researchers in neural information processing systems.

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

Weights & Biases

DSPy for Code Generation: Building and Optimizing Language Model Pipelines

Explore DSPy, a Stanford framework for optimizing language model pipelines in code generation. Learn its applications, potential, and hands-on usage with the HackerCup dataset.

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

SNIAVideo

Empowering Developers - Using LLM Models for Code Generation and Developer Productivity

Discover how to leverage open-source LLM models for enhanced developer productivity through automated code generation, testing, documentation, refactoring, and translation workflows.

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

Venelin Valkov

DiffuCoder 7B - Diffusion Coding LLM by Apple - Local Test and Code Generation

Explore Apple's DiffuCoder 7B, a diffusion-based coding model. Test code generation capabilities, understand diffusion inference, and compare performance on coding challenges.

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

AI Bites

Qwen 2.5 Coder: Building Coding Agents Through Reasoning and Code Generation

Discover how Qwen2.5 Coder combines reasoning with code generation capabilities, exploring its architecture, training methodology, and performance metrics for building advanced coding agents.

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