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artificial intelligence ai ai technology machine learning deep learning neural networks generative ai data science ai course ai training ai for beginners ai careers

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In this Free Artificial Intelligence Full Course, you’ll get a structured introduction to Artificial Intelligence, starting with what intelligence is and the different types of AI. The session on Artificial Intelligence for beginners then moves into core Machine Learning concepts, including Artificial Neural Networks (ANN), perceptrons, gradient descent, and linear regression, building a strong conceptual foundation. You’ll also gain hands-on experience using Keras, explore how neural networks work, and understand key components such as activation functions, loss functions, epochs, and data scaling. Real-world examples help simplify complex concepts and connect theory with practice. Finally, this comprehensive AI course covers neural networks for both classification and regression, featuring hands-on demonstrations using the Boston House Price dataset and the MNIST dataset. It concludes with essential concepts such as overfitting and regularization, enabling you to build efficient, accurate, and reliable AI models. 📖 Below are the concepts covered in the video on “Artificial Intelligence Full Course”: 00:00:00 – Introduction to Artificial Intelligence 00:01:15 – What is Intelligence 00:45:44 – Types of AI 01:31:45 – What is ANN (Artificial Neural Networks) 01:45:30 – Perceptron 03:02:44 – Gradient Descent 03:34:05 – Linear Regression - Gradient Descent 03:49:00 – Hands-on 04:39:32 – Keras 04:49:35 – What are Neural Networks 05:27:30 – Example of Neural Network 06:17:30 – Activation Functions 06:56:59 – Neural Network Hands-on (Boston House Dataset) 07:31:02 – Understanding Loss Function 07:53:49 – Epochs 08:51:52 – Scaling 09:05:33 – Neural Networks for Classification Problems 09:48:39 – Hands-on with MNIST Dataset 11:03:33 – Overfitting 11:14:42 – Regularization #ArtificialIntelligence #AI #MachineLearning #DeepLearning 🔥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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