Course Overview:

This comprehensive Full Stack AI Development course in Pune. Is designed to equip participants with the skills and knowledge necessary to develop end-to-end artificial intelligence (AI) solutions. The program covers a wide range of topics, blending both theoretical concepts and hands-on practical experience. Participants will learn to design, implement, and deploy AI applications across the entire stack, from data acquisition and preprocessing to model training, deployment, and integration.

Course Duration:

Total Duration: 45Hr

Course Modules:

Introduction to AI and Full Stack Development

Overview of AI concepts and applications

Introduction to full stack development principles

Fundamentals of Programming and Web Development

Programming languages (Python, JavaScript)

Front-end and back-end development basics

Version control with Git

Data Handling and Preprocessing for AI

Data collection and cleaning

Feature engineering techniques

Data validation and normalization

Machine Learning and Deep Learning Foundations

Understanding supervised and unsupervised learning

Introduction to neural networks and deep learning architectures

Model evaluation and optimization

Full Stack Development with Frameworks

Front-end frameworks (e.g., React, Angular)

Back-end frameworks (e.g., Flask, Django)

Database integration and management

Building and Deploying AI Models

Model development and training

Model deployment using cloud platforms (e.g., AWS, Azure)

Containerization with Docker

API Development and Integration

Building RESTful APIs

Integrating AI models into web applications

API security considerations

Advanced Topics in AI Development

Reinforcement learning

Natural language processing (NLP)

Computer vision applications

DevOps for Full Stack AI Development

Continuous integration and deployment (CI/CD)

Monitoring and logging

Scalability considerations

Real-world Projects and Case Studies

Collaborative project development

Case studies of successful AI implementations

Capstone project development

Prerequisites:

Basic programming knowledge (preferably in Python)

Understanding of web development concepts

Familiarity with basic machine learning concepts is a plus but not mandatory

Assessment:

Regular quizzes and assignments

Mid-term and final projects

Capstone project presentation

Full Stack AI Development course in Pune with Techaedu. This comprehensive course equips you with the skills to seamlessly navigate both front-end and back-end technologies, integrating them with cutting-edge artificial intelligence. Dive into hands-on projects, mastering languages like Python, JavaScript, and frameworks such as TensorFlow and React. Immerse yourself in the latest AI advancements, empowering you to create intelligent, end-to-end solutions. Elevate your expertise and embark on a transformative journey in Full Stack AI Development with Techaedu