Phase 1: Introduction to Programming and Basics of AI
Milestone 1: Introduction to Programming
Get started with the basics of programming, focusing on Python as it is widely used in AI and web development.
- Introduction to Python
- Basic Syntax and Data Types
- Control Structures (loops, conditionals)
- Functions and Modules
- Basic Algorithms and Problem Solving
Milestone 2: Fundamentals of AI
Learn the foundational concepts of AI, including what AI is and its various applications.
- Introduction to AI
- History and Evolution of AI
- Key Concepts: Machine Learning, Neural Networks
- Basic AI Algorithms and Models
- Ethical Considerations in AI
Phase 2: Web Development Basics
Milestone 3: HTML and CSS
Begin your journey into web development by learning the building blocks of the web: HTML and CSS.
- Introduction to HTML
- Basic HTML Elements and Structure
- Introduction to CSS
- Styling HTML Elements with CSS
- Creating Simple Web Pages
Milestone 4: JavaScript Basics
Enhance your web pages by learning JavaScript, the programming language of the web.
- Introduction to JavaScript
- Basic Syntax and Data Types
- DOM Manipulation
- Event Handling
- Basic Interactivity on Web Pages
Phase 3: Integrating AI with Web Development
Milestone 5: Basics of Data Science
Learn the fundamentals of data science, which is crucial for working with AI.
- Introduction to Data Science
- Data Collection and Cleaning
- Data Visualization
- Basic Statistical Analysis
Milestone 6: AI in Web Development
Discover how to integrate AI capabilities into your web projects.
- Introduction to AI APIs
- Using AI for Image Recognition
- Implementing Chatbots on Websites
- Basic AI Models for Web Applications
Final Project: Build a Simple AI-powered Web Application
Apply what you've learned by building a simple web application that incorporates AI.
- Project Planning and Design
- Building the Frontend with HTML, CSS, and JavaScript
- Integrating AI Features
- Testing and Deployment
- Project Presentation
By following this roadmap, you will gain a solid foundation in both AI and web development, equipping you with the skills needed for more advanced studies and projects.
