Author Archives: Rohit Dwivedi - Page 4

06 Aug

Step-by-Step Building Block For Machine Learning Models

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image-14596

Machine learning is a process where the machine can learn hidden patterns from the data and has the potential to give predictions. It is also called the subset and application of Artificial Intelligence. There are many different real-life use cases of machine learning that are widely used today for example, in the banking sector where…

The post Step-by-Step Building Block For Machine Learning Models appeared first on Analytics India Magazine.

05 Aug

Tensorboard Tutorial – Visualize the Model Performance During Training

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image-14561

In image classification when you train a Deep Learning model it takes a lot of time. We are unable to check what all is going on when a model is getting trained. Even some of the models that were trained on the Image Net dataset took many days to get trained. But what do you…

The post Tensorboard Tutorial – Visualize the Model Performance During Training appeared first on Analytics India Magazine.

04 Aug

How Data Augmentation Impacts Performance Of Image Classification, With Codes

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image-14545

The article demonstrates how to do data augmentation to increase the size of the data. We will first build a deep learning model without performing augmentation and will compute the accuracy. After which we will build a similar deep learning model after performing augmentation and compute the accuracy. Finally, we will compare the performance of both models.

The post How Data Augmentation Impacts Performance Of Image Classification, With Codes appeared first on Analytics India Magazine.

02 Aug

Pycharm IDE for dummies- Beginners Guide

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image-14473

This article will demonstrate everything you need to know before writing your first code in Pycharm IDE. The article will take you from installing the software and dependencies to writing your first code in Pycharm followed by a classification problem on iris data set where we will classify which class does the flower belong to.

The post Pycharm IDE for dummies- Beginners Guide appeared first on Analytics India Magazine.

30 Jul

Hands-On-Guide To Machine Learning Model Deployment Using Flask

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image-14405

The article demonstrates how to deploy a model in real-time using Flask and Rest API through which we would be able to make predictions for the incoming data. We will build a classification model for classifying wine and will deploy it to make real-time class predictions.

The post Hands-On-Guide To Machine Learning Model Deployment Using Flask appeared first on Analytics India Magazine.