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How to Connect Google Colab with Google Drive

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In this tutorial, you’ll learn how to connect your Google Colab with Google Drive to build some Deep Learning model on Google Colab. In...

Getting Started With Pytorch In Google Collab With Free GPU

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In this post, we will discuss the basics of pytorch by using the google colab gpu

Logistic Regression With A Real-World Example in Python

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In this tutorial, you will learn Python Logistic Regression. Here you’ll know what exactly is Logistic Regression and you'll also see an Example with...

Regression with Keras (Deep Learning with Keras – Part 3)

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Regression After two introductory tutorials, its time to build our first neural network! The network we are building solves a simple regression problem. Regression is...

Building a Feedforward Neural Network using Pytorch NN Module

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Feedforward neural networks are also known as Multi-layered Network of Neurons (MLN). These network of models are called feedforward because the information only travels forward in...

Introduction to Image Classification using Pytorch to Classify FashionMNIST Dataset

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In this blog post, we will discuss how to build a Convolution Neural Network that can classify Fashion MNIST data using Pytorch on Google Colaboratory. The way we do that is, first we will download the data using Pytorch DataLoader class and then we will use LeNet-5 architecture to build our model. Finally, we will train our model on GPU and evaluate it on the test data.

Classify Handwritten-Digits With Tensorflow

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One of the capabilities of deep learning is image recognition, The “hello world” of object recognition for machine learning and deep learning is the...

Exploratory Data Analysis Tutorial: Analyzing the Food Culture of Bangalore

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In this blog post, we will discuss how to perform exploratory data analysis by creating awesome visualizations using matplotlib and seaborn by taking a real-world data set.

Implementing Batching for Seq2Seq Models in Pytorch

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In this tutorial, we will discuss how to implement the batching in sequence2sequene models using Pytorch. We will implement batching by building a Recurrent...

Data Pre-processing for Deep Learning models (Deep Learning with Keras –...

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Link to Part 1. Dealing with Data Motivation Training deep learning models requires data... A lot of data! Unfortunately, in most cases data comes messy,...