Premium
Opening Credits
12/31/2023
Preface
12/31/2023
Introduction to code generation ai
12/31/2023
Foundations of automated code synthesis
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Programming language agnosticism
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How code generation models work
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How code generation models work transformer architecture
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How code generation models work training data and pre processing
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How code generation models work fine tuning for code
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How code generation models work natural language understanding
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How code generation models work context aware code suggestions
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How code generation models work handling ambiguity and errors
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Creating your own code generation model
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Creating your own code generation model define project scope and objectives
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Creating your own code generation model collect and prepare training data
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Creating your own code generation model choose a deep learning framework
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Creating your own code generation model design the model architecture
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Creating your own code generation model implement the model
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Creating your own code generation model train the model
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Creating your own code generation model test and validate the model
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Creating your own code generation model integrate the model into your workflow
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Optimizing code quality and performance
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Machine learning for code generation
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Deep learning in code synthesis
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Code generation for different paradigms
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Github copilot: revolutionizing code writing
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Github copilot: revolutionizing code writing autocomplete suggestions
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Github copilot: revolutionizing code writing context aware code completions
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Github copilot: revolutionizing code writing multilingual support
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Github copilot: revolutionizing code writing code comment generation
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Github copilot: revolutionizing code writing custom code snippet creation
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Github copilot: revolutionizing code writing code refactoring assistance
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Github copilot: revolutionizing code writing intelligent error handling
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Github copilot: revolutionizing code writing integration with ides and editors
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Popular code generation models
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Popular code generation models openai codex
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Popular code generation models hugging face transformers
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Popular code generation models codebert
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Popular code generation models tabnine
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Popular code generation models kite copilot
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Human ai collaboration in software development
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Examples of using openai code generation model for different use cases
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Examples of using openai code generation model for different use cases web development
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Examples of using openai code generation model for different use cases data analysis and visualization
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Examples of using openai code generation model for different use cases machine learning and deep learning
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Examples of using openai code generation model for different use cases automation scripts
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Examples of using openai code generation model for different use cases game development
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Examples of using openai code generation model for different use cases mobile app development
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Security implications of ai generated code
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Community and open source contributions
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The evolution of code generation tools
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Popular applications of code generation models in industry
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Popular applications of code generation models in industry automated code completion
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Popular applications of code generation models in industry refactoring assistance
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Popular applications of code generation models in industry code translation across languages
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Popular applications of code generation models in industry documentation generation
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Popular applications of code generation models in industry code synthesis for domain specific languages
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Popular applications of code generation models in industry bug fixing and error resolution
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Ethical considerations in code generation ai
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Challenges and future prospects
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Glossary
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Bibliography
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Ending Credits
12/31/2023