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Data Wrangling with Open Refine

Towards Data Science

Most times, when we hear about data wrangling, we think about data cleaning and manipulation using Python or some other language. In most real-life cases, the data is so messy or so large that…

Dataset Manipulation with Open Refine

Towards Data Science

Open Refine is a web application for cleaning, transforming and enriching datasets. It can be downloaded at the following address: http://openrefine.org. In the download section, you can download the…...

Some basics about OPEN CV — Part-1

Analytics Vidhya

In this blog I will use Pycharm IDE for code. Basically OPEN CV is image processing tool from which you can analyze any image. It is used in object Detection. Let’s get hand on it — You can install…

Mastering the Art of Clean Code: How to Apply the Open-Closed Principle in Practice

Javarevisited

Mastering the Art of Clean Code: How to Apply the Open-Closed Principle in PracticeAs an important principle in software design, the Open-Closed Principle (OCP) emphasizes the importance of creating s...

Even Your Refactors Will Be Refactored

Level Up Coding

In the realm of software engineering, there are many decisions. What database should we use for this project? Should we be using Jenkins, Travis, or something else for automation? How would we break…

Never Refactor Your Code Manually Again. Instead, Use Sourcery!

Daily Dose of Data Science

Refactoring code is an important step in pipeline development. Yet, manual refactoring takes additional time for testing as one might unknowingly introduce errors. Instead, use Sourcery. It's an autom...

Reading C̶l̶e̶a̶n̶ C̶o̶d̶e̶ Refactoring Week 4

Level Up Coding

I’ve been loving reading through Clean Code, but am taking a bit of a break this week to discuss the first chapter of Martin Fowler’s Refactoring. Like Clean Code, Refactoring is fairly famous…

Introduction to OpenVINO

Towards Data Science

OpenVINO stands for Open Visual Inference and Neural Network Optimization. It is a toolkit provided by Intel to facilitate faster inference of deep learning models. It helps developers to create…

Opening black-box models with LIME — Beauty and the beast

Towards Data Science

Despite a booming adoption of machine learning in making critical decisions, many machine learning models remain black boxes. Here trust and ethical challenges of using machine learning in making…

Review: RefineNet — Multi-path Refinement Network (Semantic Segmentation)

Towards Data Science

In this story, RefineNet, by The University of Adelaide, and Australian Centre for Robotic Vision, is reviewed. A generic multi-path refinement network that explicitly exploits all the information…

Defrag: OpenSocial vs ClosedPrivate

Pete Warden's blog

In response to the looming threat of ClosedPrivate, Kevin Marks of Google dropped in for a surprise talk on OpenSocial. He’s part of the NSA (Not Search or Apps) team, and wanted to give us an idea of...

Uncover the Hidden Gems: Exploring IntelliJ IDEA’s ‘Refactor This’ Feature

Javarevisited

IntelliJ IDEA is a popular IDE used by developers around the world. It has a wide range of features that make coding and refactoring easier and more efficient, but there are some hidden gems that are ...