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Neural Networks For Your Dog - Promo
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Neural Networks For Your Dog - 1.1 Introduction
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Neural Networks For Your Dog - 2.1 MNIST Dataset
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Neural Networks For Your Dog - 2.2 Perceptron Model
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Neural Networks For Your Dog - 2.3 Perceptron Learning Algorithm
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Neural Networks For Your Dog - 2.4 Pocket Algorithm
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Neural Networks For Your Dog - 2.5 Multiclass Support
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Neural Networks For Your Dog - 2.6 Perceptron To Neural Network
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Neural Networks For Your Dog - 3.1 Simple Images
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Neural Networks For Your Dog - 3.2 Random Weights
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Neural Networks For Your Dog - 3.3 Gradient Descent
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Neural Networks For Your Dog - 3.4 Multiclass Support
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Neural Networks For Your Dog - 3.5 Deep Learning
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Neural Networks For Your Dog - 3.6 Stochastic Gradient Descent
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Neural Networks For Your Dog - 3.7 Going Further
Description:
Dive into a comprehensive 2-hour course on neural networks, designed to be accessible and engaging. Learn to code a neural network from scratch in Python, starting with the basics and progressing to more advanced concepts. Explore the MNIST dataset, understand perceptron models and learning algorithms, and delve into gradient descent and deep learning. Follow along with hands-on coding exercises, covering topics such as multiclass support, simple image processing, and stochastic gradient descent. Access the course code on GitHub and gain practical skills in implementing neural network architectures. By the end of this course, develop a solid foundation in neural network principles and their applications in machine learning.

Neural Networks For Your Dog

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#Computer Science #Artificial Intelligence #Neural Networks #Deep Learning #Machine Learning #Gradient Descent #MNIST Dataset #Stochastic Gradient Descent
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Neural Networks For Your Dog - Promo