Course Overview
Schedule of Classes
Start Date & End Date
Jun 01 2025 - Jul 31 2025
Course Curriculum
1 Subject
Artificial Intelligence 2025 Vaidhik Batch
22 Learning Materials
Recorded Sesssions
Class 1 - Introduction to AI and Machine Learning
Video
00:52:55
Class 2 - Building a classification model with supervised learning
Video
01:57:38
Class 3 - Introduction to unsupervised learning Building an unsupervised learning model
Video
00:53:48
Class 4 - Understanding Convolutional Neural Networks (CNNs)
Video
02:01:01
Class 5 - Introduction to Natural Language Processing (NLP)
Video
01:01:29
Class 6 - Building a simple Reinforcement Learning model & its techniques
Video
01:46:48
Class 7 - Introduction to GANs (Generative Adversarial Networks) Building a GAN project
Video
00:50:41
Class 8 - Introduction to Transfer Learning Building a Transfer Learning project
Video
00:56:01
Class 9 -Understanding Data Pre-processing & Feature Engineering
Video
01:51:57
Class 10 - Introduction to Hyperparameter Tuning Building a hyperparameter tuning pipeline
Video
00:51:43
Class 11 - Introduction to Cloud Computing & Deployment Deploying your AI model to the cloud
Video
00:51:43
Class 12 - Introduction to Natural Language Processing (NLP) applications Building a chatbot
Video
00:57:21
Class 13 - Introduction to Speech Recognition & Synthesis Building a speech recognition
Video
00:57:06
Class 14 - Introduction to Time Series Analysis Building a time series forecasting model
Video
02:08:17
Class 15 - Introduction to Recommender Systems Building a recommender system
Video
00:53:03
Class 16 - Introduction to AI in Business Building a fraud detection mode
Video
00:59:17
Class 17 - Introduction to AI in Education Building an AI-powered educational tool
Video
00:52:56
Class 18 - Introduction to Explainable AI (XAI) Building an XAI model
Video
00:54:02
Class 19 - Introduction to AI Ethics and Bias Understanding the importance of ethical
Video
01:19:38
Class 20 - Conclusion and Recap Q&A session
Video
01:25:22
Class 21
Video
00:49:35
Class 22
Video
00:42:58
Course Instructor
Teachnook Team
577 Courses • 42164 Students
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