Let the confusion matrix solve your confusion

Read Time: 5 min Whenever machine learning is used for classification or prediction problems, it’s equally important to focus on it’s evaluation metrics which will let you know, how well your model is performing. In this article, we will discuss how to evaluate performance of classification algorithms using confusion matrix. Table of content What is classification What is confusion … Read more

All about Google’s Inception network

Read Time: 5 min Through this post you will be able to understand all about google’s Inception network architecture, it’s different versions, how to use it for transfer learning, real time implementation. Let’s start: Table of content: What is Inception network? Problems solved by Inception Network architecture Inception v1 Inception v2 Inception v3 What is Inception Network? Inception network … Read more

Part 2: Machine learning model deployment on Microsoft Azure

Read Time: 3 min In previous post, we learned to design machine learning model on Azure notebook, how to create workspace on Azure and how to register trained model on cloud. “Part 2: Machine learning model deployment on Microsoft Azure ” is continuation of part 1, where we will learn how to deploy the model on Azure container instance. … Read more

Build ML model using Microsoft Azure: Part 1

Read Time: 4 min You might have worked on various data processing techniques, machine learning algorithms from understanding the business requirement, building the machine learning model to model’s validation process. Through this series, we are going to learn how to build ML model from scratch using Microsoft Azure Services i.e. on cloud for fraud detection. In part-1 of this … Read more

Techniques to handle class imbalance

Read Time: 6 min In following post I have explained class imbalance problem in classification models and techniques to handle class imbalance problem using python. Table of content What is the class imbalance? Why class imbalance is an issue? How to handle class imbalance (methods) Use case study with fraud detection data At first we need to understand what … Read more

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