Full Stack Web Development with AI Course (Hindi)
Original price was: $36.00.$3.48Current price is: $3.48.
- Web Development Foundations
- Industry Tools Training
- Real-World Projects
- AI/ML Integration
- Published by : Yunis Khan
- Total 35 Hour | 241 Lectures | All Level
- Ratings: 4.9 out of 5
Description
Are you ready to master Full Stack Web Development and take your skills to the next level by integrating Artificial Intelligence (AI) and Machine Learning (ML) into real-world applications? This complete, hands-on course will guide you step-by-step from foundational concepts in HTML, CSS, JavaScript, and Django to creating and deploying intelligent web applications powered by Machine Learning models and Neural Networks.
This course not only equips you with industry-standard web development skills but also teaches you data science fundamentals, machine learning algorithms, deep learning (CNN), and deployment on platforms like AWS, GitHub, and Google Colab.
By the end of this course, you will be able to:
- Build responsive and interactive websites.
- Create and deploy full-stack Django applications.
- Integrate advanced Machine Learning models into your web apps.
- Develop Neural Network-based Image Classifiers using CNN.
- Deploy AI-powered apps online using cloud solutions like AWS.
This is the ultimate course for anyone looking to become a highly skilled Full Stack Developer with cutting-edge AI and ML capabilities.
You Will Learn
Web Development Foundations:
- Understand the core principles of the Internet, www, and web development.
- Learn the difference between Front-end and Back-end technologies.
- Master HTML, CSS, and JavaScript to build responsive, dynamic, and visually appealing websites.
Advanced Front-End Development:
- Explore advanced CSS concepts:
- Box Model, Flexbox, Grid, Bootstrap, and Responsive UI Design.
- Optimize website performance using tools like Critical Render Path and responsive frameworks.
Backend Development with Django:
- Learn Django from scratch:
- Project setup, MVC architecture, URL patterns, and form handling.
- Connect your Django backend to front-end HTML templates and static files.
JavaScript Advanced Concepts:
- Go beyond the basics with:
- DOM manipulation, event handling, ES6 features, Objects, Arrays, Loops, and Functions.
- Build projects like:
- Social Media Websites and Background Color Generators.
Version Control and Deployment:
- Use Git & GitHub for version control and collaborate on projects.
- Deploy websites and web apps online using cloud services like AWS.
Machine Learning Fundamentals:
- Understand the core concepts of Machine Learning:
- Regression models, Decision Trees, and Random Forests.
- Explore data collection, visualization, and analysis with Python libraries.
- Implement and validate ML models using Google Colab.
Machine Learning Integration with Django:
- Connect Machine Learning models to Django projects and build AI-powered web applications.
- Deploy these applications to cloud platforms like AWS.
Deep Learning and Neural Networks:
- Understand the concepts of Neural Networks, including:
- Bias/variance, hyperparameters, forward/backward propagation, and optimization.
- Build and deploy CNN-based Image Classifiers for real-world use cases.
Real-World Projects:
- Complete hands-on projects including:
- Landing Page Development
- Portfolio Website
- Social Media Web App
- AI-Powered Image Classifiers
- Live Currency Converters and Bitcoin Price Trackers
Deployment and Optimization:
- Deploy your AI-powered web applications using tools like:
- Gunicorn, NGINX, and AWS.
- Connect custom domains and optimize applications for scalability.
Course Curriculum
Specification: Full Stack Web Development with AI Course (Hindi)
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Videos: Full Stack Web Development with AI Course (Hindi)
Original price was: $36.00.$3.48Current price is: $3.48.
