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