Overview
Explore techniques for creating smart, responsive web applications that enhance user experience and streamline functionality.
Syllabus
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- Introduction to Intelligent Web Applications
-- Defining Intelligent Web Apps
-- Use Cases and Examples
- Fundamentals of Web Development
-- HTML, CSS, and JavaScript Essentials
-- Introduction to Modern Web Frameworks (e.g., React, Angular, Vue)
- Basics of Artificial Intelligence
-- Understanding AI and Machine Learning
-- Overview of AI Technologies and Tools
- Integrating AI with Web Apps
-- AI APIs and Services (e.g., Google AI, IBM Watson)
-- Designing AI-Powered Features
- Natural Language Processing for Web Apps
-- Introduction to NLP
-- Implementing Chatbots and Voice Assistants
- Computer Vision in Web Apps
-- Basics of Image Processing
-- Applications of Computer Vision APIs
- Personalization Techniques
-- User Data Analysis
-- Implementing Recommendation Systems
- Building Reactive Web-Apps
-- State Management in Web-Apps
-- Implementing Real-Time Features
- Enhancing User Experience
-- Creating Intuitive User Interfaces
-- AI-Driven User Experience Improvements
- Advanced Topics
-- Exploring Reinforcement Learning for Behavior Prediction
-- Case Studies of Intelligent Web Apps
- Deployment and Maintenance
-- Deploying AI-Integrated Web Applications
-- Monitoring and Updating AI Features
- Project: Developing an Intelligent Web App
-- Ideation and Planning
-- Implementation and Testing
-- Presentation and Feedback
- Conclusion and Future Trends
-- The Future of Intelligent Web Applications
-- Career Opportunities and Industry Insights
Taught by
Tags
On-Demand
