Introduction to Neural Networks
Neural networks are a powerful tool in the field of artificial intelligence, mimicking the way human brains operate to solve complex problems. This course introduces the fundamental concepts, structures, and applications of neural networks. Through a series of structured modules, learners will explore the basics of neural networks, their architectures, training processes, and real-world applications. By the end of the course, participants will have a foundational understanding of how neural networks work and how they can be leveraged in various domains.
12 Lessons
Module 1: Understanding the Basics of Neural Networks
Lesson 2: Biological Inspiration Behind Neural Networks
Lesson 3: Key Terminology and Concepts
Module 2: Structure of Neural Networks
Lesson 2: Components of a Neural Network
Lesson 3: Understanding Neural Network Architecture
Module 3: Training Neural Networks
Lesson 2: Backpropagation and Optimization
Lesson 3: Overfitting and Regularization Techniques
Module 4: Applications of Neural Networks
Lesson 2: Neural Networks in Business
Lesson 3: Future Trends and Innovations
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