Certificate IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING ( S-SICT-AI ML )

1) NATURAL LANGUAGE PROCESSING

·        Voice selfie app using API (Converting text to speech & speech to text)

2) SOUND IDENTIFICATION

·        Create a sound model using the Teachable machine.

3) FACE RECOGNITION

·        Create a face recognition app using the Teachable machine model

4) NEURAL NETWORKS: Students learn to integrate Machine learning and NLP thereby increasing their understanding of training and test data while training the neural network model.

·        Train a facial emotion detecting model in a teachable machine

·        Changing the size of the square using posenet model

5) PRETRAINED MODELS:

·        Creating a Real Time Image Styling Web App to add various colours as filters to the Images.

·        Using posenet model draw clown nose

·        Sketch Identification App: Using Cocossd model

·        Real time Image Identification: Creating Real Time Image Identification web app  using Mobilenet Model

6) SPEECH RECOGNITION: Develop Voice Command Canvas Web Application.

7) AI GESTURE RECOGNITION:  Moving from using prebuilt neural network models with default methods to using neural networks to control on screen objects using hand gestures, students learn to extend the functionality of Machine Learning Models and mould it to fit their Web App Solutions

 8) PRETRAINED NET MODEL: Build an AI DJ Web App

 9) OBJECT IDENTIFICATION: Making an app understanding the mechanics of digital surveillance using COCOSSD model identifying object in the video.

10) CANVAS –

·        Make a web-based paint application.

·        Apply touch events to Web App making it touch screen compatible

·        Develop a Mars Rover simulation on the web.

11) EVENT HANDLING-

    * Develop a 2D Minecraft web game.

12) DYNAMIC WEB ELEMENT: Students Learn how to save the data locally in the browser and use it across different web pages.

   * Making Puzzle game

13) SOCIAL WEBSITE: Students start applying all the concepts of front end development they had learned so far to build a social website by integrating google firebase in the backend.

14) CODE A SATELLITE PROGRAM: Students will learn to query satellite sensors to fect data & build interactive Web app