Top Data Science Podcasts To Listen
SuperDataScience
Learning Machines 101
IBM Analytics Insights
Talking Machines
Introduction to Image Classification using Pytorch to Classify FashionMNIST Dataset
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.
List Of Free Reinforcement Learning Courses/Resources Online
Reinforcement Learning Offered at Georgia Tech as CS 8803Practical Reinforcement LearningReinforcement Learning ExplainedReinforcement Learning in FinanceIntroduction to reinforcement learningDeep Reinforcement Learning CS 294-112...
Top IoT Books To Read in 2019
The Second Machine Age: Work, Progress and Prosperity in a Time of Brilliant Technologies by Erik Brynjolfsson and Andrew McAfee
In recent years, Google’s autonomous cars have logged thousands...
Exploratory Data Analysis Tutorial: Analyzing the Food Culture of Bangalore
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.
Deep Learning with Keras – Part 5: Convolutional Neural Networks
Motivation
In the previous articles, we solved problems with numeric and categorical data, and we learned the different transformations...
Deep Learning with Keras – Part 4: Classification
Classification
Introduction
Welcome to Part 3 of Deep Learning with Keras. The goal of this...
Data Pre-processing for Deep Learning models (Deep Learning with Keras – Part 2)
Link to Part 1.
Dealing with Data
Motivation
Training deep...
Deep Learning with Keras Tutorial – Part 1
About this series
This post is the first part of Deep Learning with Keras series.
This series aims to introduce...
How to Connect Google Colab with Google Drive
In this tutorial, you’ll learn how to connect your Google Colab with Google Drive to build some Deep Learning model on Google...
