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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

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