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Duration 14 hours
Course Outline
Introduction to DeepSeek Coder
- Overview of coding with AI assistance
- Introduction to DeepSeek Coder and its core features
- Comparison with alternative AI coding aids (e.g., GitHub Copilot, CodeWhisperer)
Configuring DeepSeek Coder
- Installation and setup of the DeepSeek Coder API
- Integration of DeepSeek Coder with an IDE
- Understanding API keys and authentication processes
Code Generation Using DeepSeek Coder
- Effective use of AI prompts for generating code
- Creation of complete functions and scripts
- Best practices for evaluating AI-generated code
Debugging and Code Optimization
- Applying DeepSeek Coder for error debugging
- Addressing common programming errors with AI support
- Refactoring and optimizing code generated by AI
Automation of Routine Tasks
- Automating code documentation with AI
- Generating test cases and unit tests
- Utilizing AI to support code reviews
Advanced Prompting Techniques
- Refining prompts to achieve optimal results
- Chaining prompts for handling complex tasks
- Managing limitations and biases in AI-generated code
Incorporating DeepSeek Coder into Development Workflows
- Utilizing AI-driven coding in team collaboration
- Applying AI-assisted coding in real-world projects
- Security and ethical considerations in AI-assisted development
Summary and Future Steps
Requirements
- A solid grasp of core programming principles
- Proficiency in at least one programming language (e.g., Python, JavaScript, Java, or C++)
- Familiarity with APIs and their interaction with software systems
Target Audience
- Programmers eager to investigate AI-assisted coding
- Developers keen on automating coding workflows with AI
- Software engineers looking to embed AI-driven tools into their daily routine
Testimonials (1)
That i gained a knowledge regarding streamlit library from python and for sure i'll try to use it to improve applications in my team which are made in R shiny