6 Neural Network Architecture скачать в хорошем качестве

6 Neural Network Architecture

Video summary [00:00:00] - [00:06:38]: This video is part of a tutorial series on TensorFlow. It explains how a simple neural network architecture works, using an example of digit recognition. It covers the steps of input, weight, bias, summation, and activation, and how they are implemented using tensors and operations. Highlights: [00:00:00] The purpose and type of input data Can be text, structured data, or images Can be represented by tensors of different dimensions [00:01:14] The process of weight and bias multiplication and summation Each input is multiplied by a corresponding weight All the products are added together with a bias term The result is a single number that is passed to the next layer [00:03:19] The role of activation functions They transform the input into an output between 0 and 1 They help determine the probability of a class or category They can be sigmoid, ReLU, softmax, or others [00:05:02] The example of digit recognition It has 10 classes, from 0 to 9 It requires an image as input and a probability as output It uses a sigmoid activation function to calculate the output ----------------------------------------------------------------------------- Playlist for TensorFlow Series 1 & 2: 1.    • Tensorflow Getting Started   2. 1 Back to Tensors Prerequisites for this series: 1: Data Science & Machine Learning Using Python:    • Data Science Introduction   2: Python for Data Science: Python for Data Science: 1. Quick Tour Colab 3: Machine learning with Python: What Is Python? ----------------------------------------------------------------------------- What you get in this Playlist: Good resources to learn TensorFlow, Tensorflow Training Data, Deep Learning Applications, Tensorflow tutorial, Deep Learning tutorials, TensorFlow tutorial for beginners, deep learning tutorials for beginners, Tensorflow Courses, How to Install Tensorflow, Deep Neural Network, Artificial Intelligence ----------------------------------------------------------------------------- 🌎 Visit our website for hands-on courses with 2 Guided Capstone Projects: https://unp.education/ ----------------------------------------------------------------------------- Need help training your institute faculty or recruited employees? We have proven experience in providing tailored Data Science, Machine Learning and Deep Learning Courses for Faculty training or Corporate employee upskilling. Contact us to discuss more. ----------------------------------------------------------------------------- Contact info: Call/WhatsApp: +91 700135 3002 Email: reachout@unp.education Instagram:   / unp_education   LinkedIn:-   / uninetprof   ----------------------------------------------------------------------------- #deeplearningwithpython #deeplearning #deeplearningtensorflow #deeplearningtutorialpython #deeplearningtutorial #deeplearningbegininer