Artificial Intelligence Full Course 2024 | AI Course For Beginners | AI Tutorial | Intellipaat
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Welcome to Intellipaat's Artificial Intelligence Full Course 2024— an in-depth guide designed for absolute beginners looking to master AI and machine learning! This course covers everything you need to kickstart your journey in AI, from foundational concepts in artificial intelligence and machine learning to hands-on tutorials. Throughout this AI course for beginners, you'll explore different types of machine learning, Artificial Neural Networks, Deep Learning Fundamentals, Keras Library for AI, RNNs, GPU in Deep Learning, etc. to excel in today’s AI-driven world. Our course is ideal for anyone who wants to learn artificial intelligence from scratch and gain practical knowledge for real-world AI projects.
📖 Below are the topics covered in this 'Artificial Intelligence Full Course 2024' video:
00:00:00 - Introduction to Artificial Intelligence Course
00:03:29 - What is Artificial Intelligence
00:07:17 - Why Artificial Intelligence
00:57:05 - Machine Learning Types
01:07:35 - Introduction to Deep Learning
02:45:16 - Benefits of Using Artificial Neural Network
02:50:26 - Deep Learning Frameworks
03:02:57 - Data Handling with NumPy
03:20:28 - Introduction to TensorFlow
05:23:00 - Understanding Epoch
05:50:38 - Introduction to Keras
06:43:35 - Predefined Neural Network Layers
08:43:11 - Problem With a Fully Connected Network
08:52:56 - Convolutional Neural Network
10:13:25 - Rectified Linear Units
10:45:45 - Artificial Intelligence Interview Questions
✅ Is AI hard to study?
Studying AI can be challenging, as it involves complex topics like programming, mathematics (especially statistics and linear algebra), and algorithms. However, with structured learning paths and accessible resources, it’s possible for beginners to grasp these concepts over time. Consistent practice and hands-on projects help make the learning process easier and more practical. Ultimately, while AI may seem difficult, determination and incremental learning make it achievable.
✅ What is an AI course?
An AI course is a structured learning program designed to teach the fundamentals and advanced concepts of artificial intelligence. It typically covers topics like machine learning, neural networks, data analysis, and programming with Python or other languages. Many AI courses include practical projects, giving learners hands-on experience in building AI models. These courses help individuals gain the skills needed for AI-related careers, such as data science or machine learning engineering.
➡ ️ About the Course
This Artificial Intelligence course, in collaboration with IITM Pravartak, is specially designed to help learners upgrade their skills in artificial intelligence, deep learning, and generative AI.
➡ ️ Key Features - (Course Features)
👉 🏼 Learn AI from eminent IIT Madras Faculty and top industry experts
👉 🏼 Master & get hands on experience on Deep Learning, Computer Vision, TensorFlow, Neural Networks, Generative AI, etc.
👉 🏼 2 days campus immersion at IIT Madras Research Park
👉 🏼 3 Guaranteed interviews upon movement to the placement pool
👉 🏼 Earn the Certification in Data Science & Artificial Intelligence from IITM Pravartak (A Technology Innovation Hub of IIT Madras)
➡ ️ What’s Covered in This Program? -
✅ Programming Essentials For Artificial Intelligence
✅ Data Transformation & Management Using SQL
✅ Data Processing Using Python
✅ Statistical Evidence-Based Analysis
✅ Machine Learning
✅ Foundations of Deep Learning
✅ Introduction to AI
✅ Generative AI Fundamentals
✅ Natural Language Processing
✅ Computer Vision
✅ Reinforcement Learning
✅ AI Capstone Project
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