Code Faster with AI: ChatGPT, GitHub Copilot, Tabnine & More

Overview

In today's fast-paced technological landscape, staying ahead of the competition is paramount for any programmer. The integration of AIinto the coding process dramatically increases efficiency, enhance code quality, and reduce time spent on debugging and routine tasks.

This course is designed for forward-thinking developers who recognize the necessity of adapting to these changes to maintain a competitive edge.

Syllabus

• Introduction to AI in Coding
Overview of AI tools for programming
Benefits of integrating AI into your workflow
• Understanding ChatGPT for Coding
Setting up and accessing ChatGPT
Use cases: code generation, debugging, and learning
Best practices for using ChatGPT effectively
• Exploring GitHub Copilot
Introduction to GitHub Copilot and setup
Navigating Copilot’s suggestions
Use cases: autocomplete, test generation, and documentation
Tips for maximizing Copilot’s value
• Utilizing Tabnine for Code Completion
Overview of Tabnine and setup process
Features and functionalities of Tabnine
Code completion strategies with Tabnine
Integrating Tabnine into different IDEs
• Additional AI Tools for Developers
Overview of other AI-based coding assistants
Comparison and evaluation of different tools
Selection criteria for AI coding tools based on needs
• Enhancing Code Quality with AI
Automated code review and refactoring
Leveraging AI to enforce code standards
AI-based testing tools and automation
• Reducing Debugging Time via AI
Identifying common debugging tasks AI can assist with
Tools and techniques to streamline debugging
Case studies on AI-assisted debugging
• Future Trends in AI-Assisted Coding
Emerging technologies and tools
The impact of AI on future software development practices
Ethical considerations and challenges
• Practical Workshops and Case Studies
Hands-on exercises with ChatGPT, GitHub Copilot, and Tabnine
Real-world case studies on AI integration in coding projects
Group projects to apply knowledge in a collaborative setting
• Course Conclusion and Certification
Summary of key takeaways
Final assessment and feedback
Certification of completion and further learning resources

---

Taught by

Ardit Sulce

---

Subjects

Programming