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Areas Served: Let’s Learn: Neural Nets #2 — Nodes
Author(s): Bradley Stephen Shaw Originally published on Towards AI. A beginner’s guide to nodes and neurons in neural nets. Photo by Thomas Couillard on Unsplash Following the Feyman approach to learning about neural networks, I’ve identified that I know a little bit …
AI in Medicine
Author(s): Dhruv Gangwani Originally published on Towards AI. Artificial Intelligence Automating medical tests using Artificial Intelligence Photo by Irwan iwe on Unsplash Artificial Intelligence, in recent years, has automated several processes in almost every domain all over the globe. Specifically, AI has …
Implement a Neural Network from Scratch with NumPy
Author(s): Dorian Lazar Originally published on Towards AI. Background image source: Wikimedia Commons I think that the best way to really understand how a neural network works is to implement one from scratch. That is exactly what I going to do through …
History of Neural Networks! From Neurobiologists to Mathematicians
Author(s): Ali Ghandi Originally published on Towards AI. Deep Learning If you are familiar with Neural Networks and Deep learning, you might wonder what the relation between Neurons and the brain and these networks is. It seems they are based on some …
Diving Deep into Deep Learning
Author(s): Daksh Trehan Originally published on Towards AI. Deep Learning, Data Science An Unconventional Guide to Deep Learning We reside in a world, where we are constantly surrounded by deep learning algorithms be it for the good or worse cause. From the …
Neural Networks from Scratch with Python Code and Math in Detail- I
Author(s): Pratik Shukla, Roberto Iriondo Source: Unsplash Learn all about neural networks from scratch. From the math behind it to step-by-step implementation case studies in Python. Launch them live on Google Colab Note: In our upcoming second tutorial on neural networks, we will …
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 …
How to Build and Train Your First Neural Network
Author(s): Davuluri Hemanth Chowdary Originally published on Towards AI. Machine Learning Source: PythonProgramming Before we dive into the process of building the neural network, there are few prerequisites which you need to know. Tensor Tensor Operations Differentiation Gradient Descent Make sure you …
Basic Concepts of Artificial Intelligence and Its Applications
Author(s): Joshua Yeung Originally published on Towards AI. Exploring Big Data and Artificial Intelligence Photo by Hitesh Choudhary on Unsplash This section brings you the basic concepts of artificial intelligence. We will explain the definition of artificial intelligence, what artificial intelligence can …
Introduction To Linear Regression
Author(s): Manish Nayak Originally published on Towards AI. Introduction One of the simplest models of machine learning is linear regression, but linear models are building blocks of deep neural networks and they are really important. There are two main classes of supervised …
A Basic Perceptron Model Using Least Squares Method
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Just like the billions of neurons that make up the human nervous system, the perceptron is the basic unit of artificial intelligence. Every thought, action, emotion or decision that we make reflect …
Attention Is All You Need — Transformer
Author(s): Sherwin Chen Originally published on Towards AI. Positional Encoding Top highlight from https://wall.alphacoders.com/big.php?i=845641 Recurrent Neural Networks(RNNs), Long Short-Term Memory(LSTM) and Gated Recurrent Units(GRU) in particular, have been firmly established as state-of-the-art approaches in sequence modeling and transduction problems. Such models typically …
Nothing but NumPy: Understanding & Creating Neural Networks with Computational Graphs from Scratch
Author(s): Rafay Khan Originally published on Towards AI. Top highlight Machine Learning, Programming, Python Update: I am overwhelmed by the positive feedback this writeup has received, especially by people in the AI community I look up to. I am also grateful to …
Real-time Vehicle Detection with 50 HD Frames/sec on an AMD GPU
Author(s): Rohit Sharma Originally published on Towards AI. Real-time Vehicle Detection U+007C Towards AI Real-time Vehicle Detection with 50 frames/sec of HD resolution What is Vehicle detection? Vehicle detection is a part of traffic surveillance methods in a live traffic feed that …
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