AI_Master_Class

Pantech Solutions offered a 30 days AI Master Class Program. Practical sessions are given here.

Thanks to Sanjay Kumar A P for such a nice mentorship.

ARTIFICIAL INTELLIGENCE

DAY – 1 Overview of this course | Introduction to AI | How to create basic AI application (Chat bot using DialogFlow)

DAY – 2 How to install Python & Libraries | Basics of python Programming for AI.

COMPUTER VISION

DAY – 3 Introduction to Computer Vision| How to install computer vision libraries

DAY – 4 Moving Object Detection and tracking using OpenCV

DAY – 5 Face Detection and Tracking using OpenCV

DAY – 6 Object Tracking based on color using OpenC

DAY – 7 Face Recognition using OpenCV

DAY – 8 Face Emotion recognition using 68-Landmark Predictor OpenCV

DEEP LEARNING

DAY – 9 Introduction to Deep learning | How to install DL libraries

DAY – 10 Designing your First Neural Network

DAY – 11 Object recognition from Pre-trained model

DAY – 12 Image classification using Convolutional Neural Network

DAY – 13 Hand gesture recognition using Deep Learning

DAY – 14 Leaf disease detection using Deep Learning

DAY – 15 Character recognition using Convolutional Neural Network

DAY – 16 Label reading using Optical Character recognition

DAY – 17 Smart Attendance system using Deep Learning

DAY – 18 Vehicle detection using Deep Learning

DAY – 19 License plate recognition using Deep Learning

DAY – 20 Drowsiness detection using Deep Learning

DAY – 21 Road sign recognition using Deep Learning

MACHINE LEARNING

DAY – 22 Introduction to Machine learning| How to install ML libraries

DAY – 23 Evaluating and Deploying the various ML model

DAY – 24 Fake news detection using ML

DAY – 25 AI snake game design using ML

NATURAL LANGUAGE PROCESSING

DAY – 26 Introduction to NLP & it’s Terminology | How to install NLP Libraries NLTK

DAY – 27 Title Formation from the paragraph design using NLP

DAY – 28 Speech emotion analysis using NLP

DEPLOYING AI IN HARDWARE

DAY – 29 Cloud-based AI, Object recognition using Amazon Web Service (AWS) & Imagga

DAY – 30 Deploying AI application in Raspberry Pi with Neural Compute stick & Nvidia Jetson Nano