AI+ Vibe Coder (Self-Paced Training)

Ziele der Schulung

• AI-Powered Programming
• Machine Learning Integration
• Generative Code Development
• Natural Language Coding
• Automated Debugging and Testing
• Data-Driven Application Design
• Prompt Engineering
• Algorithm Optimization
• AI Workflow Automation
• Ethical and Responsible AI Development

Zielgruppe Seminar

• Aspiring Programmers: Beginners eager to start their coding journey with the power of AI-driven learning and automation.
• Tech Enthusiasts: Individuals fascinated by how AI transforms coding, app development, and digital innovation.
• Students and Graduates: Learners seeking a practical foundation in programming enhanced by real-world AI applications.
• Career Switchers: Professionals from non-technical backgrounds looking to enter the tech industry through AI-assisted coding.
• Entrepreneurs and Creators: Innovators aiming to build smarter products, automate processes, and bring AI-powered ideas to life.

Voraussetzungen

• Basic Computer Skills: Comfortable with operating systems and files.
• Mathematics Fundamentals: Understanding of algebra and basic statistics.
• Logical Thinking: Ability to approach problems step by step.
• Programming Curiosity: Interest in learning coding from scratch.
• English Proficiency: Ability to follow technical instructions clearly.

Seminarinhalt

Module 1: Introduction to Vibe Coding & AI Tools

1.1 What is Vibe Coding?

1.2 Evolution of AI in Software Development – Low Code vs No Code vs Vibe Coding

1.3 Overview of Common AI Coding Tools by Functionality

1.4 SDLC for a Vibe Coding Product

1.5 Hands-on Lab: Familiarizing Learners with Multiple AI Coding Tools

1.6 Case Studies

Module 2: Prompting for Code – Basics & Best Practices

2.1 Anatomy of a Good Prompt

2.2 Prompt Types – Instructive, Descriptive, Iterative

2.3 Prompting Patterns – Zero-Shot, Few-Shot, Chain-of-Thought

2.4 Hands-on Lab: Practice Zero-Shot, Few-Shot, and Chain-of-Thought Prompting

2.5 Use-Case 1: Creating a Python Calculator

2.6 Use-Case 2: Optimizing AI-generated Code Using Different Prompt Types

Module 3: Debugging & Testing via AI

3.1 Reviewing and Refining AI-generated Code

3.2 Prompting for Bug Fixes and Test Coverage

3.3 Using AI-generated Unit Testing

3.4 Detecting Hallucinations and Unsafe Code

3.5 Hands-on Lab: AI-Assisted Debugging and Unit Testing

3.6 Activity Section

Module 4: Building a Simple Full-Stack App with Prompts

4.1 Planning the App: Frontend + Backend

4.2 Using IDEs and Code Generators to Scaffold Code

4.3 Connecting Components Using Natural Language

4.4 Deploying and Testing the MVP in Simulated Environment

4.5 Hands-on Lab: Building and Connecting the Frontend and Backend for Contact Form Submission

4.6 Hands-on Lab: Building a Standalone Desktop Calculator Application Using Tkinter

4.7 Hands-on Assignment 1: Task Management System – Full-Stack Development Using Prompts

Module 5: Code Ethics, Security, and AI Limits

5.1 AI Limitations and Biases

5.2 Prompt Injection and Mitigation Strategies

5.3 Data Privacy and Secure Coding

5.4 Responsible Use of AI in Production

5.5 Hands-on Lab: Build Awareness of AI Limitations and Responsible Practices

Module 6: Capstone Project – Prompt-Driven App

6.1 Apply All Learned Skills in a Real-World Project

6.2 Collaborate and Iterate Using AI Tools

6.3 Demonstrate End-to-End Development Using Prompts

6.4 Capstone Project Use Case: AI-Powered To-Do List Application

6.5 Capstone Project Use Case: AI-Powered Note-Taking Desktop App

6.6 Assignments

Hinweise

Prüfung und Zertifizierung

Exam Details

• Duration: 90 minutes
• Passing Score: 70% (35/50)
• Format: 50 multiple-choice/multiple-response questions
• Delivery Method: Online via proctored exam platform (flexible scheduling) 　

Exam Blueprint:

• Introduction to Vibe Coding & AI Tools – 15%
• Prompting for Code – Basics & Best Practices – 15%
• Debugging & Testing via AI – 15%
• Building a Simple Full-Stack App with Prompts – 20%
• Code Ethics, Security, and AI Limits – 20%
• Capstone Project – Prompt-Driven App – 15%

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