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Let’s Learn: Neural Nets #3 — Activation Functions
Author(s): Bradley Stephen Shaw Originally published on Towards AI. A beginner’s guide to activation functions in neural nets. Photo by Antoine Dautry on Unsplash Today we’ll be looking at activation functions in neural nets — the who, what, where, and why of …
Supermasks: A Simple Introduction and Implementation in PyTorch
Author(s): Kourosh T. Baghaei Originally published on Towards AI. The general understanding of neural networks is that computations are required in order to adjust the weights of a neural network so that it could perform a certain task on a given dataset. …
Decoding Handwritten Digits: The Fascinating World of Machine Learning
Author(s): Surya Maddula Originally published on Towards AI. Images used in my articles are Properties of the Respective Organisations and are used here solely for Reference, Illustrative and Educational Purposes Only. [Images Source: Google (Aside from some images, in whose case, the …
A Short Journey To Deep Learning
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. Understanding Artificial Neural Network (ANN) With An Example…U+1FAC0 Photo by Mahdis Mousavi on Unsplash Overview of the article This article is mainly about the understanding of Artificial neural networks (ANN) and their …
What Is the Effect of Batch Size on Model Learning?
Author(s): Mohit Varikuti Originally published on Towards AI. Top highlight And why does it matter Batch Size is one of the most crucial hyperparameters in Machine Learning. It is the hyperparameter that specifies how many samples must be processed before the internal …
Predicting Churn Rate in a Bank Using Artificial Neural Network with Keras
Author(s): Shaibu Samuel Originally published on Towards AI. Case Study: A virtual bank has been experiencing challenges with customers excessively leaving the bank. Some customers even exit the bank with unpaid loans, which has been affecting the productivity of the bank. The …
Is Your Business Safe From AI?: A Blog on whether your business is safe from AI or Not
Author(s): Rijul Singh Malik Originally published on Towards AI. Artificial Intelligence Is your Business really Safe from AI? Find out more here Photo by Jackson So on Unsplash It’s time to think about how AI is going to affect your business. It …
Building Neural Networks with Python Code and Math in Detail — II
Author(s): Pratik Shukla, Roberto Iriondo Source: Pixabay The second part of our tutorial on neural networks from scratch. From the math behind them to step-by-step implementation case studies in Python. Launch the samples on Google Colab. In the first part of our tutorial …
Intro to Neural Networks Part II — Brilliant.org
Author(s): Alison Sin Originally published on Towards AI. What is Training a Neural Network? These are the notes I’ve taken while going through this course at Brilliant.org. 🙂 since a premium membership might not be universally accessible and they did an outstanding …
Introduction to Federated Learning
Author(s): Manish Nayak Originally published on Towards AI. Introduction Any deep learning model learns from the data and that data must be collected or uploading on the server (one machine or in a data center). A most realistic and meaningful deep learning …
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