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Neural Network python

Track :

Computer Science

Course Presenter :

Learn With Jay

Lessons no : 8

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What will you learn in this course?
  • Develop neural network models from scratch using Python and NumPy for binary classification and digit recognition tasks
  • Implement forward propagation, backpropagation, and gradient descent algorithms to train neural networks effectively
  • Apply activation functions, loss functions, and optimization techniques to improve neural network performance and accuracy
  • Evaluate neural network models using metrics like accuracy, precision, and recall for real-world applications
  • Tune hyperparameters such as learning rate, weights initialization, and network architecture for optimal results
  • Understand the internal workings of neural networks to enhance deep learning skills and manual coding proficiency

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Lessons | 8

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Very nice 2025-10-09

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Related Courses

Neural Network python, in this course we will learn about Neural Network Python course. This course provides a hands-on introduction to building, training, and evaluating neural networks using Python. You will start by understanding the foundational concepts of neural networks, such as neurons, weights, biases, activation functions, forward propagation, and loss functions. Then, you will implement these components step by step using Python and NumPy, without relying on high-level libraries. We’ll cover how to train the network using backpropagation and gradient descent, and apply it to real-world problems like binary classification and digit recognition. The course will also introduce you to best practices in network initialization, learning rate tuning, and model evaluation. By the end, you’ll not only understand how neural networks work internally but also be able to build your own from scratch. This course is ideal for learners who want to deepen their understanding of deep learning by coding neural networks manually. Learn With Jay