Are you well versed with time series concepts? If yes, wonderful. Now, it’s time to put your knowledge into action and create some amazing projects. In this post, We’ll be discussing the 10 best time-series projects that will not just…
In this tutorial, we are going to discuss what is Git, why do people use it in industry, how to learn git in just 10 easy steps and what is the workflow for Git. Git is the most frequently used…
In part-1 of image processing using OpenCV, we learned basic terminology used in computer vision, read-write operations, histogram creation, and edge detection techniques. In part-2 of image pre-processing using OpenCV, we are going to learn a few advanced techniques of…
Image pre-processing is an integral part of computer vision for analyzing the image for almost every application. Usually, Image pre-processing steps are very specific to the use case or application type like objection detection, object segmentation, text extraction, facial recognition,…
Table of content What are evaluation metrics? Confusion Metrics Accuracy,Precision, Recall, R1 Score. What are Evaluation Metrics ? You have built multiple models for your classification task, but how do you decide which one is better? How do you know…
In this article, we are going to understand in-depth and detail about outlier-Statistical and Programming approaches, how to detect and treat outliers so that they won’t screw up the model performance. So read this article till the end, you will…
Understanding the meaning and context behind someone’s words is very important to understand them and their thoughts. Imagine if we could make machines understand the context of our texts i.e. we can do sentiment analysis somehow? It will help us…
This post mainly focuses on interview questions asked in the data science interview. The primary purpose of this post is to help you to understand and learn concepts through questions. So let’s prepare together! 1. Why do we need Normalization?…
Whenever machine learning is used for classification or prediction problems, it’s equally important to focus on its evaluation metrics which will let you know, how well your model is performing. In this article, we will discuss how to evaluate the…
Through this post, you will be able to understand all about google’s Inception network architecture, its 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…