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This Artificial Intelligence (AI) Full Course by Intellipaat is designed to help you understand AI from the ground up, combining theory, hands-on practice, and real-world applications. Whether you’re a beginner or looking to upskill for 2025, this course covers the fundamentals of AI, Deep Learning, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), and Natural Language Processing (NLP). We begin with an introduction to AI, covering what Artificial Intelligence is and how it works. Then, you’ll explore the basics of Deep Learning before diving into Convolutional Neural Networks (CNNs) understanding convolution, architecture, padding, filters, and their importance in image recognition and computer vision. The course also covers Recurrent Neural Networks (RNNs) in detail, including their architecture, internal memory, contextual understanding, dynamic adoption, and different sequence models such as one-to-many and many-to-one. You’ll also learn about word embeddings, tanh activation functions, and Named Entity Recognition (NER). Next, we move into Natural Language Processing (NLP), covering Natural Language Generation, NLP pipelines, lemmatization, stop word analysis, dependency parsing, POS tagging, and a hands-on NLP implementation. To complete your learning journey, the course provides AI project ideas and an MCP Server tutorial, giving you practical insights into applying AI in real-world environments. By the end of this course, you’ll have both the theoretical foundation and hands-on skills needed to start working on AI applications, preparing you for advanced research, certifications, and career opportunities in 2025. 📖 Below are the concepts covered in the video on 'Artificial Intelligence Full Course ' 00:00:00 - Introduction to AI Course 00:01:46 - What is AI? 00:06:26 - Introduction to Deep Learning 01:31:37 - Convolutional 01:33:36 - How to Explain Convolutional to a Kid? 01:42:31 - Convolutional Neural Network 01:45:15 - Why Do You Need CNN? 01:49:41 - Working of CNN 02:12:07 - CNN Detail Discussion 02:15:22 - Journey of CNN 02:26:55 - Architecture Overview 02:41:43 - Applying Neural Network 02:57:00 - Concept of Padding 03:05:40 - Types of Padding 04:50:59 - How to Set the Filter Values 05:10:47 - RNN 06:14:26 - RNN Architecture 06:34:34 - Word Embedding 06:53:53 - Why Do We Use Tanh as Activation Function? 06:59:23 - Summary of RNN 06:59:29 - Internal Memory 07:02:04 - Situational Data Handling 07:03:17 - Contextual Understanding 07:04:36 - Dynamic Adoption 07:05:33 - Recurrent Connection 07:06:07 - One to Many 07:09:48 - Many to One 07:19:30 - Named Entity Recognition 07:59:31 - Natural Language Processing 08:13:16 - Natural Language Generation 08:22:12 - NLP Pipeline 08:41:48 - Lemmatization 08:55:43 - Stop Words Analysis 09:19:30 - Dependency Parsing 09:30:14 - POS Tagging 09:32:00 - NLP Hands-on 10:08:03 - AI Project Ideas 10:26:02 - MCP Server #artificialintelligencecourse #artificialintelligencefullcourse #aicourse #aifullcourse #intellipaat 🔥Enroll for Data Science & Artificial Intelligence: https://intellipaat.com/epgc-data-science-ai-ihubds-iit-roorkee/ ➡️ About the Course Become an expert in Data Science, Machine Learning and Artificial Intelligence with iHUB DivyaSampark, IIT Roorkee & Intellipaat! Build a strong foundation in data science by learning in-demand skills, solving real-world challenges, and working on real-world projects. A flexible learning environment and 24/7 support makes this course perfect for beginners and professionals alike. Join now and accelerate your career to new heights in the cutting-edge fields of data science, machine learning, and artificial intelligence! ✅ Key Features - (Course Features) 👉🏼620 Hrs of Applied Learning 👉🏼90+ Live Sessions Across 11 months 👉🏼218 Hrs of Self-Paced Learning 👉🏼Learn from IIT Faculty & Industry Practitioners 👉🏼50+ Industry Projects & Case Studies 👉🏼One-on-One with Industry Mentors 👉🏼24*7 Support 👉🏼Dedicated Learning Management Team 👉🏼1:1 Mock Interview 👉🏼No-Cost EMI Option 👉🏼iHUB DivyaSampark, IIT Roorkee Certification 👉🏼Designed for Working Professionals and Freshers 👉🏼2 Days Campus Immersion at iHUB, IIT Roorkee 👉🏼Up to Rs. 50 Lakhs startup Incubation Support* 👉🏼3 Guaranteed Job Interviews upon movement to Placement Pool 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: /@intellipaatachievers 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930
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