Program Overview:
The program is designed to introduce participants to web development basics and gradually progress to Python and AI. By the end of the program, interns will create real-world projects like a computer vision application and a chatbot using OpenAI and other AI tools.
Program Structure:
1. Month 1: Web Development Basics
Objective: Familiarize participants with the web’s foundational technologies and principles.
Topics Covered:
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- HTML Basics: Structure of web pages, forms, tables, semantic tags.
- CSS Basics: Styling, layout principles, flexbox, grid, and responsive design.
- JavaScript Basics: DOM manipulation, event handling, basic loops, functions, and arrays.
- Mini Project: Build a responsive personal portfolio website.
2. Month 2: Introduction to Python and AI Tools
Objective: Equip participants with Python programming skills and introduce AI tools.
Topics Covered:
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- Python Basics: Syntax, data types, control structures, functions, and modules.
- Data Handling: Libraries like NumPy, pandas, and matplotlib for data analysis and visualization.
- AI Tools Overview: Introduction to AI frameworks (TensorFlow, PyTorch) and how to set up and use tools locally.
- Hands-on Activity:
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- Perform data analysis on a dataset.
- Build a basic prediction model using machine learning libraries.
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3. Month 3: Advanced AI Applications
Objective: Develop practical AI applications focusing on computer vision and chatbot development.
Topics Covered:
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- Computer Vision:
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- Understanding image processing.
- Using OpenCV for tasks like object detection and face recognition.
- Real-world project: Create an application that identifies and classifies objects in images.
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- Chatbot Development:
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- Overview of OpenAI and other chatbot frameworks.
- Setting up OpenAI APIs for chatbot creation.
- Building a chatbot for a specific use case (e.g., customer service or FAQ bot).
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- Final Project:
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- Combine concepts learned to create a fully functional chatbot or computer vision app.
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- Computer Vision:
Additional Components:
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- Mentorship: Weekly one-on-one or group mentorship sessions.
- Assessments: Weekly quizzes and coding challenges.
- Showcase Day: Present final projects to mentors and industry professionals.
- Certification: Upon successful completion, participants will receive a certificate of achievement.
Outcome:
By the end of the program, participants will have: