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Duration 14 hours
Course Outline
Fundamentals of DeepSeek Coder
- Exploring the landscape of AI-assisted programming
- Introducing DeepSeek Coder and its core functionalities
- Evaluating it against other AI coding partners (such as GitHub Copilot and CodeWhisperer)
Configuring the DeepSeek Coder Environment
- Deploying and setting up the DeepSeek Coder API
- Connecting DeepSeek Coder with your Integrated Development Environment (IDE)
- Navigating API keys and authentication protocols
Code Generation via DeepSeek Coder
- Crafting effective AI prompts for seamless code creation
- Producing entire functions and scripts
- Establishing best practices for assessing AI-produced code
Troubleshooting and Performance Tuning
- Applying DeepSeek Coder to identify and fix bugs
- Resolving frequent programming issues with AI guidance
- Refactoring and enhancing the quality of AI-generated code
Streamlining Repetitive Processes
- Automating code documentation through AI
- Generating test cases and unit tests automatically
- Leveraging AI to support code review processes
Advanced Prompt Engineering Strategies
- Optimizing prompts to achieve superior outcomes
- Linking prompts to manage complex tasks
- Managing constraints and potential biases in AI outputs
Embedding DeepSeek Coder into Development Cycles
- Collaborating in teams using AI-powered coding tools
- Applying AI-assisted techniques in practical, real-world projects
- Addressing security and ethical aspects of AI-driven development
Conclusion and Future Directions
Requirements
- A solid grasp of core programming principles
- Proficiency in at least one programming language (such as Python, JavaScript, Java, or C++)
- Familiarity with APIs and their role in software interaction
Target Audience
- Programmers eager to experiment with AI-supported coding workflows
- Developers aiming to automate coding processes using artificial intelligence
- Software engineers looking to embed AI-driven utilities into their daily operations
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