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🔥Enroll for Artificial Intelligence Course: https://intellipaat.com/artificial-intelligence-certification/ 🔥𝐁𝐨𝐨𝐤 𝐲𝐨𝐮𝐫 𝐅𝐫𝐞𝐞 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬: https://forms.gle/g5tExa7e54xpYZW97 In this video, you’ll learn the fundamentals of Artificial Intelligence (AI) and explore how modern AI systems work from the ground up. This Artificial Intelligence Full Course begins with a clear introduction to What is AI, followed by a beginner-friendly explanation of Deep Learning and how neural networks are applied in real-world scenarios. If you are new to AI or looking to strengthen your basics, this Artificial Intelligence Full Course will help you understand the core concepts step by step. As the video progresses, we dive deep into Convolutional Neural Networks (CNN), including how convolution works, why CNNs are important, their architecture, and how padding and filters affect model performance. You’ll also learn how neural networks process images and data, making complex concepts easy to understand—even explaining CNN concepts in a simple way that anyone can grasp in this Artificial Intelligence Full Course. In the later sections, the video covers Recurrent Neural Networks (RNN), word embeddings, and why activation functions like tanh are used. It also explores Natural Language Processing (NLP) topics such as Named Entity Recognition, POS Tagging, Lemmatization, Stop Words Analysis, Dependency Parsing, and the NLP pipeline, along with hands-on demonstrations. Finally, the tutorial concludes with AI project ideas and MCP server concepts, helping you understand how to apply AI skills in real-world projects. 📖 Below are the concepts covered in the video on "Artificial Intelligence Full Course": 00:00:00 - Introduction to AI Course 00:01:10 - What is AI? 00:05:50 - Introduction to Deep Learning 01:31:01 - Convolutional 01:33:00 - How to Explain Convolutional to a Kid? 01:41:55 - Convolutional Neural Network 01:44:39 - Why Do You Need CNN? 01:49:05 - Working of CNN 02:11:31 - CNN Detail Discussion 02:14:46 - Journey of CNN 02:26:19 - Architecture Overview 02:41:07 - Applying Neural Network 02:56:24 - Concept of Padding 03:05:04 - Types of Padding 04:50:23 - How to Set the Filter Values 05:10:11 - RNN 06:13:50 - RNN Architecture 06:33:58 - Word Embedding 06:53:17 - Why Do We Use Tanh as Activation Function? 06:58:47 - Summary of RNN 06:58:53 - Internal Memory 07:01:28 - Situational Data Handling 07:02:41 - Contextual Understanding 07:04:00 - Dynamic Adoption 07:04:57 - Recurrent Connection 07:05:31 - One to Many 07:09:12 - Many to One 07:18:54 - Named Entity Recognition 07:58:55 - Natural Language Processing 08:12:40 - Natural Language Generation 08:21:36 - NLP Pipeline 08:41:12 - Lemmatization 08:55:07 - Stop Words Analysis 09:18:54 - Dependency Parsing 09:29:38 - POS Tagging 09:31:24 - NLP Hands-on 10:07:27 - AI Project Ideas 10:25:26 - MCP Server #ai #artificialintelligence #machinelearning #deeplearning #datascience #aiforbeginners #aicourses #artificialintelligencecourse #intellipaat ➡️ About the Course: The Artificial Intelligence Certification course by Intellipaat is designed to help learners build strong expertise in AI, machine learning, and deep learning through industry-oriented training and hands-on projects. The program covers important topics such as neural networks, CNN, RNN, natural language processing, TensorFlow, and real-world AI applications. It focuses on practical learning by guiding students to build and deploy AI models for use cases like gesture recognition, stock market forecasting, and cybersecurity threat detection. The course aims to prepare learners for careers in AI by combining theoretical concepts with real-world projects and industry-recognized certification. ➡️ Key Features of the Course: ✅620+ Hours of Applied Learning with in-depth AI and machine learning training. ✅90+ Live Instructor-Led Sessions combined with self-paced learning modules. ✅50+ Industry Projects & Case Studies to gain real-world AI experience. ✅Learn from IIT Faculty & Industry Experts with practical mentorship. ✅Hands-on training in CNN, RNN, NLP, Transformers, BERT, and GPT models. ✅Practical projects like gesture recognition, stock market forecasting, and cyber threat detection. ✅Placement Assistance with resume building, mock interviews, and career guidance. ✅24×7 Learning Support and 1-on-1 mentorship sessions. 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@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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