🎯Learn Artificial Intelligence Full Course From Scratch | AI Course For Beginners | Intellipaat

In this video, Artificial Intelligence Full Course From Scratch is designed to give you a complete roadmap from beginner to advanced level in AI and Deep Learning. You will learn everything from the basics of Artificial Intelligence to advanced concepts in Deep Learning. We start with understanding what AI is and gradually move into powerful models like Convolutional Neural Networks (CNN) and their architecture, working, padding, filters, and real-world applications — explained in a simple and beginner-friendly way.

In this Artificial Intelligence Full Course From Scratch, we also explore Recurrent Neural Networks (RNN), including architecture, internal memory, word embeddings, activation functions, and different data handling approaches like one-to-many and many-to-one models. You’ll gain a clear understanding of how RNNs process sequential and contextual data effectively, making complex concepts easier to grasp.

This Artificial Intelligence Full Course From Scratch also dives deep into Natural Language Processing (NLP), covering Named Entity Recognition, POS tagging, dependency parsing, lemmatization, stop words analysis, and the complete NLP pipeline with hands-on practice. The session concludes with AI project ideas and practical insights to help you start building real-world AI applications confidently.

📖 Below are the concepts covered in the video on "Artificial Intelligence Full Course From Scratch":
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

#artificialintelligence #ai #machinelearning #deeplearning #aitraining #aiforbeginners #artificialintelligencecourse #intellipaat

🔥Enroll for Artificial Intelligence Course: https://intellipaat.com/artificial-intelligence-deep-learning-course-with-tensorflow/

➡️ About the Course:
The Artificial Intelligence & Deep Learning Course with TensorFlow by Intellipaat is a comprehensive program designed to help learners build strong AI and deep learning skills through hands-on training and real-world projects. The course covers key topics such as neural networks, CNN, RNN, TensorFlow, computer vision, and NLP, along with practical implementation. With live sessions, expert mentorship, and industry-recognized certification, it prepares learners for high-demand roles in the AI and data science domain.

✅ Key Features of the Course:
👉🏼 45+ live sessions & 210+ hours of video content
👉🏼 Training by IIT faculty & industry experts
👉🏼 10+ real-world AI projects
👉🏼 Hands-on practice with TensorFlow & Python
👉🏼 1:1 mentorship & 24/7 support
👉🏼 Resume & LinkedIn profile assistance
👉🏼 Microsoft certification upon completion

📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb

📚For more information, please write back to us at sales@intellipaat.com or call us at IND: +91-7022374614 / US : 1-800-216-8930