Deep Learning: Multi-Layered Perceptron (MLP)
Author(s): Chandra Prakash Bathula Originally published on Towards AI. Stacking Neurons: The Foundation of Deep Learning Now that we’ve understood what a Perceptron is a simplified model of a single neuron and how Logistic Regression is conceptually similar to it (except for …
Deep Learning: Perceptron vs Logistic Regression.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. The Journey of Deep Learning started with deep questions inspired from neuroscience. From these very questions arose the earliest models like Single Neuron inspired Perceptrons and then expanded to Multi-Layered Perceptrons (MLPs) that …
Deep Learning: Biological Neural Network vs Artificial Neural Network.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. The Biological Blueprint of Deep Learning In this series of blogs, we’re diving deep into deep neural networks, their variations, and transformers. So far, we’ve explored the history of neural networks. Now, let’s …
Did you know Deep Learning started with a single neuron in 1957?
Author(s): Chandra Prakash Bathula Originally published on Towards AI. Deep Learning Series: A Brief History of Deep Learning Evolution [1]. Let’s start with where it all began. This is the phase where things in Machine Learning took a wild turn. Photo by …
People often follow Probabilities, Deviations and Densities that play a key role in ML modeling.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Clarisse Croset on Unsplash Part 2: First, make sure you follow these steps, before applying Machine Learning algorithms! We …
Boxes, Violins and Contours Conclude the Exploratory Data Analysis Process.
Author(s): Chandra Prakash Bathula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Stefany Andrade on Unsplash Dealing with Box Plots, Violin Plots and Contour Plots reveals a lot about Data before …
First, Make Sure You Follow These Steps, Before Applying Machine Learning Algorithms!
Author(s): Chandra Prakash Bathula Originally published on Towards AI. Before applying Machine Learning Algorithms, you should think twice and never forget the data exploration. This member-only story is on us. Upgrade to access all of Medium. Yes, Exploratory Data Analysis (EDA), is …
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