🔥Enroll for Artificial Intelligence Course:
🔥𝐁𝐨𝐨𝐤 𝐲𝐨𝐮𝐫 𝐅𝐫𝐞𝐞 𝐌𝐚𝐬𝐭𝐞𝐫𝐜𝐥𝐚𝐬𝐬:
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
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➡️ 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.
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📚For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930
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