Enrollment Open
AI-Powered Web Applications
Integrate AI and Machine Learning into Modern Web Apps
Learn to build intelligent web applications using cutting-edge AI technologies, from OpenAI APIs to custom machine learning models.
10 weeks
567 students
4.9 (189 reviews)
Advanced
Dr. Emily Zhang
AI Research Director
Course Overview
What You'll Learn
- OpenAI API Integration
- TensorFlow.js Implementation
- Computer Vision Applications
- Natural Language Processing
- Machine Learning Model Training
- AI Ethics & Best Practices
- Production AI Deployment
- Industry Case Studies
Course Includes
- 10 weeks of AI-focused training
- 50+ hours of video content
- 6 AI-powered projects
- Access to premium AI tools
- Weekly expert sessions
- AI ethics certification
- Lifetime access to materials
- AI career guidance
Curriculum
Week 1-2
AI Fundamentals for Web Developers
- Machine Learning Basics
- AI APIs Overview
- Data Preprocessing
- Model Selection
Week 3-4
OpenAI Integration
- GPT API Usage
- Prompt Engineering
- Text Generation
- Chat Applications
Week 5-6
Computer Vision & Image Processing
- Image Classification
- Object Detection
- Face Recognition
- Image Generation
Week 7-8
Natural Language Processing
- Sentiment Analysis
- Text Classification
- Language Translation
- Chatbots
Week 9-10
Production AI Applications
- Model Deployment
- Performance Optimization
- Monitoring
- Final AI Project
Prerequisites
- Strong JavaScript/Python knowledge
- Basic understanding of APIs
- Familiarity with data structures
- Mathematical thinking (statistics helpful)
Enrollment Progress
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Certificate Included
Industry-recognized completion certificate
Lifetime Access
Access materials forever