Code Generation AI
Et Tu Code
Discover the cutting-edge realm of Code Generation AI with this comprehensive audiobook, "Code Generation AI: Exploring the World of Automated Code Synthesis." Delve into the foundations of Automated Code Synthesis, offering a clear understanding of its principles. Uncover the power of Programming Language Agnosticism, enabling code generation across diverse languages.
Learn the intricacies of Code Generation Models, exploring their inner workings and gaining insights into crafting your own models. Navigate the nuances of optimising code quality and performance, essential for seamless integration into your projects. Explore the realm of Machine Learning for Code Generation, with a dedicated focus on the application of Deep Learning in Code Synthesis.
Embark on a journey through various paradigms with dedicated sections on Code Generation for Different Paradigms and GitHub Copilot's revolutionary impact on code writing. Gain insights into popular models and witness the synergy of Human-AI Collaboration in Software Development. The ebook provides practical examples of utilizing OpenAI Code Generation Models across diverse use cases.
Address security concerns with a dedicated section on the Security Implications of AI-Generated Code. Dive into the thriving world of Community and Open Source Contributions, highlighting the Evolution of Code Generation Tools. Explore real-world applications of Code Generation Models in industry and unravel the ethical considerations associated with Code Generation AI.
Confront challenges and envision the future prospects in this ever-evolving field. With a concise yet informative structure, this ebook serves as a comprehensive guide to Code Generation AI, offering a balance of theory and practical application. Stay ahead of the curve and embrace the future of code synthesis.
Duration - 4h 20m.
Author - Et Tu Code.
Narrator - Helen Green.
Published Date - Monday, 01 January 2024.
Copyright - © 2024 Et Tu Code ©.
Location:
United States
Description:
Discover the cutting-edge realm of Code Generation AI with this comprehensive audiobook, "Code Generation AI: Exploring the World of Automated Code Synthesis." Delve into the foundations of Automated Code Synthesis, offering a clear understanding of its principles. Uncover the power of Programming Language Agnosticism, enabling code generation across diverse languages. Learn the intricacies of Code Generation Models, exploring their inner workings and gaining insights into crafting your own models. Navigate the nuances of optimising code quality and performance, essential for seamless integration into your projects. Explore the realm of Machine Learning for Code Generation, with a dedicated focus on the application of Deep Learning in Code Synthesis. Embark on a journey through various paradigms with dedicated sections on Code Generation for Different Paradigms and GitHub Copilot's revolutionary impact on code writing. Gain insights into popular models and witness the synergy of Human-AI Collaboration in Software Development. The ebook provides practical examples of utilizing OpenAI Code Generation Models across diverse use cases. Address security concerns with a dedicated section on the Security Implications of AI-Generated Code. Dive into the thriving world of Community and Open Source Contributions, highlighting the Evolution of Code Generation Tools. Explore real-world applications of Code Generation Models in industry and unravel the ethical considerations associated with Code Generation AI. Confront challenges and envision the future prospects in this ever-evolving field. With a concise yet informative structure, this ebook serves as a comprehensive guide to Code Generation AI, offering a balance of theory and practical application. Stay ahead of the curve and embrace the future of code synthesis. Duration - 4h 20m. Author - Et Tu Code. Narrator - Helen Green. Published Date - Monday, 01 January 2024. Copyright - © 2024 Et Tu Code ©.
Language:
English
Opening Credits
Duration:00:01:56
Preface
Duration:00:06:05
Introduction to code generation ai
Duration:00:04:59
Foundations of automated code synthesis
Duration:00:04:01
Programming language agnosticism
Duration:00:04:44
How code generation models work
Duration:00:04:50
How code generation models work transformer architecture
Duration:00:02:55
How code generation models work training data and pre processing
Duration:00:03:00
How code generation models work fine tuning for code
Duration:00:04:02
How code generation models work natural language understanding
Duration:00:03:25
How code generation models work context aware code suggestions
Duration:00:03:18
How code generation models work handling ambiguity and errors
Duration:00:05:00
Creating your own code generation model
Duration:00:03:59
Creating your own code generation model define project scope and objectives
Duration:00:03:09
Creating your own code generation model collect and prepare training data
Duration:00:05:22
Creating your own code generation model choose a deep learning framework
Duration:00:03:33
Creating your own code generation model design the model architecture
Duration:00:04:42
Creating your own code generation model implement the model
Duration:00:04:26
Creating your own code generation model train the model
Duration:00:05:31
Creating your own code generation model test and validate the model
Duration:00:04:10
Creating your own code generation model integrate the model into your workflow
Duration:00:05:31
Optimizing code quality and performance
Duration:00:03:50
Machine learning for code generation
Duration:00:05:37
Deep learning in code synthesis
Duration:00:05:23
Code generation for different paradigms
Duration:00:03:20
Github copilot: revolutionizing code writing
Duration:00:03:43
Github copilot: revolutionizing code writing autocomplete suggestions
Duration:00:02:26
Github copilot: revolutionizing code writing context aware code completions
Duration:00:03:18
Github copilot: revolutionizing code writing multilingual support
Duration:00:02:53
Github copilot: revolutionizing code writing code comment generation
Duration:00:04:48
Github copilot: revolutionizing code writing custom code snippet creation
Duration:00:03:21
Github copilot: revolutionizing code writing code refactoring assistance
Duration:00:02:22
Github copilot: revolutionizing code writing intelligent error handling
Duration:00:02:15
Github copilot: revolutionizing code writing integration with ides and editors
Duration:00:04:06
Popular code generation models
Duration:00:03:43
Popular code generation models openai codex
Duration:00:03:33
Popular code generation models hugging face transformers
Duration:00:04:10
Popular code generation models codebert
Duration:00:03:00
Popular code generation models tabnine
Duration:00:03:14
Popular code generation models kite copilot
Duration:00:03:12
Human ai collaboration in software development
Duration:00:04:03
Examples of using openai code generation model for different use cases
Duration:00:04:20
Examples of using openai code generation model for different use cases web development
Duration:00:06:40
Examples of using openai code generation model for different use cases data analysis and visualization
Duration:00:04:23
Examples of using openai code generation model for different use cases machine learning and deep learning
Duration:00:06:55
Examples of using openai code generation model for different use cases automation scripts
Duration:00:04:34
Examples of using openai code generation model for different use cases game development
Duration:00:03:24
Examples of using openai code generation model for different use cases mobile app development
Duration:00:07:20
Security implications of ai generated code
Duration:00:05:32
Community and open source contributions
Duration:00:05:05
The evolution of code generation tools
Duration:00:03:56
Popular applications of code generation models in industry
Duration:00:04:27
Popular applications of code generation models in industry automated code completion
Duration:00:02:45
Popular applications of code generation models in industry refactoring assistance
Duration:00:03:00
Popular applications of code generation models in industry code translation across languages
Duration:00:04:25
Popular applications of code generation models in industry documentation generation
Duration:00:03:24
Popular applications of code generation models in industry code synthesis for domain specific languages
Duration:00:05:02
Popular applications of code generation models in industry bug fixing and error resolution
Duration:00:02:52
Ethical considerations in code generation ai
Duration:00:03:09
Challenges and future prospects
Duration:00:05:01
Glossary
Duration:00:03:58
Bibliography
Duration:00:07:14
Ending Credits
Duration:00:01:59