Curriculum
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Day 1 - Introduction to AI | How to create your own chatbot using DialogFlow
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- Orientation Session (12:11)
- Introduction to Artificial Intelligence (10:25)
- Applications of Artificial Intelligence (28:25)
- Introduction to DialogFlow | Applications of ChatBot (6:21)
- Creating your own Chatbot using DialogFlow (42:48)
- Integration of your chatbot with webserver & Google assistance (12:10)
- Assignment-1
Day 2 - Installing Python | Basic Programming
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Day-3 Introduction to Computer vision & its Libraries
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Day-4 Moving Object detection using OpenCV
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Day-5 Face detection & Tracking
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Day-6 Object Tracking based on color using OpenCV
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Day-7 Face recognition using OpenCV
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Day 8 - Face Emotion recognition
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Day 9 - Introduction to Deep Learning & it’s libraries
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Day 10 - Deep learning algorithm & Designing Neural Network
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Day-11 Real-time Object recognition using Pre-trained Model
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Day-12 Image classification using CNN
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- Pycharm Interpreter settings 2 - BONUS (9:02)
- Image classification | Overview of CNN (19:04)
- Dataset Creation | Collecting dataset from Google from Python program - BONUS (14:11)
- Image resizing in bulk - BONUS (Optional) (6:32)
- Image recognition using CNN | Train & Test (17:29)
- Assignment & Attachment - 12
Day-13 Hand Gesture Recognition using DL
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Day-14 Leaf Disease Detection using Deep Learning
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Day-15 Character recognition using CNN with GUI (PyQt5)
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Day-16 Label reading using Optical Character Recognition OCR
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Day - 17 Attendance System Face Recognition using DL & ML
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Day - 18 Vehicle Detection & Tracking
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Day - 19 License Plate Recognition
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Day - 20 Drowsiness Detection
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Day - 21 Road Sign Recognition
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Day - 22 Overview on Machine Learning
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Day - 23 Evaluating & Deploying Machine Learning Algorithm
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Day - 24 Fake News Detection using Machine Learning
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25 - AI Snake Game | Reinforcement Learning
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26 - Natural Language Processing
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Day - 27 Title Generation from Paragraph using NLP
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28 - Speech & Emotion analysis using CNN & NLP
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Day - 29 AI Cloud
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Day - 30 AI Hardware
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BONUS
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Top 100 Interview Question
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