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In this video, you will learn the fundamentals of AI through a well-structured Artificial Intelligence Full Course designed especially for beginners. The session begins with an introduction to intelligence and the different types of AI, helping you build a strong conceptual understanding before moving into core machine learning and neural network topics. In this Artificial Intelligence Full Course, you will explore Artificial Neural Networks (ANN), perceptrons, gradient descent, and linear regression, followed by hands-on demonstrations using real-world datasets. You will also understand neural network architecture, activation functions, loss functions, epochs, scaling techniques, and model building using Keras, with practical examples such as the Boston House Price dataset. By the end of this Artificial Intelligence Full Course, you will gain hands-on experience in solving classification problems, working with the MNIST dataset, and addressing challenges like overfitting through regularization techniques. This video is ideal for students, professionals, and anyone looking to kickstart a career in Artificial Intelligence with practical and industry-relevant skills. 📖 Below are the concepts covered in the video on “Artificial Intelligence Full Course”: 00:00:00 – Introduction to Artificial Intelligence 00:01:46 – What is Intelligence 00:46:15 – Types of AI 01:32:16 – What is ANN (Artificial Neural Networks) 01:46:01 – Perceptron 03:03:15 – Gradient Descent 03:34:36 – Linear Regression - Gradient Descent 03:49:31 – Hands-on 04:40:03 – Keras 04:50:06 – What are Neural Networks 05:28:01 – Example of Neural Network 06:18:01 – Activation Functions 06:57:30 – Neural Network Hands-on (Boston House Dataset) 07:31:33 – Understanding Loss Function 07:54:20 – Epochs 08:52:23 – Scaling 09:06:04 – Neural Networks for Classification Problems 09:49:10 – Hands-on with MNIST Dataset 11:04:04 – Overfitting 11:15:13 – Regularization #ArtificialIntelligence #AI #MachineLearning #DeepLearning #intellipaat 🔥Enroll for Data Science & Artificial Intelligence: https://intellipaat.com/artificial-intelligence-deep-learning-course-with-tensorflow/ ➡️ About the Course This professional-level Artificial Intelligence & Deep Learning course is designed to take you from fundamentals to advanced AI topics through a mix of theory and practice. It focuses on deep learning concepts such as neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and practical tools like TensorFlow and Keras. The curriculum also covers generative AI elements (like Transformers, BERT, GPT, LangChain), natural language processing (NLP), image recognition, and real-world applications through hands-on projects using industry frameworks. There are no strict prerequisites, so beginners with basic programming interest can enroll and learn at their own pace. ✅ Key Features - (Course Features) 👉🏼 45+ Live sessions across 7 months 👉🏼 210 Hrs Self-paced Videos 👉🏼 Learn from IIT Faculty & Industry Practitioners 👉🏼 Work on 10+ Projects 👉🏼 1:1 with Industry Mentors 👉🏼 Resume Preparation and LinkedIn Profile Review 👉🏼 200 Hrs Project & Exercises 👉🏼 24/7 Support 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb 📚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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