Artificial Intelligence Full Course (2025) | AI Course For Beginners FREE | Intellipaat

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

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????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

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