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Data Wrangling with Open Refine
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…
Read more at Towards Data Science
Dataset Manipulation with Open Refine
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…...
Read more at Towards Data Science
Some basics about OPEN CV — Part-1
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…
Read more at Analytics Vidhya
Mastering the Art of Clean Code: How to Apply the Open-Closed Principle in Practice
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...
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Even Your Refactors Will Be Refactored
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…
Read more at Level Up Coding
Never Refactor Your Code Manually Again. Instead, Use Sourcery!
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...
Read more at Daily Dose of Data Science
Reading C̶l̶e̶a̶n̶ C̶o̶d̶e̶ Refactoring Week 4
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…
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Introduction to OpenVINO
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…
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Opening black-box models with LIME — Beauty and the beast
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…
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Review: RefineNet — Multi-path Refinement Network (Semantic Segmentation)
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…
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Defrag: OpenSocial vs ClosedPrivate
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...
Read more at Pete Warden's blog
Uncover the Hidden Gems: Exploring IntelliJ IDEA’s ‘Refactor This’ Feature
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 ...
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Automated Code Refactoring With Sourcery
Refactoring codebase is an important yet time-consuming task. Moreover, at times, one might unknowingly introduce errors during refactoring. This takes additional time for testing and gets tedious wit...
Read more at Daily Dose of Data Science
Coding in the open
The Engineering track at Turing Fest this year was packed with amazing speakers, covering abroad range of topics from how the UK government has made some of their services code freely available, how…
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Intel OpenVINO: Model Optimizer
In my previous article, I have discussed the basics and workflow of the OpenVINO toolkit. In this article, we will be exploring:- Model Optimizer is one of the two main components of the OpenVINO…
Read more at Analytics Vidhya
Introduction to the “fresh” Framework
Meet Deno’s fresh — a new web framework There is been a lot of frameworks and libraries being used in modern-day JavaScript and TypeScript development. Furthermore gets added every next month. Fresh ...
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Inside Open Assistant: The Open Source Platform for Light, High-Performance LLMs
Open Assistant has become one of the most popular projects in the foundation model space. Continue reading on Towards AI
Read more at Towards AI
We Refactored 10K Lines of Code in Our Open Source React Project
When working on any project, especially in the MVP stage, we as developers often prioritise one thing above all else when writing code: making sure it works. Unfortunately, this can mean writing code…...
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More Refactoring
Last week's refactoring post turned out more popular than expected and I wasn't going to revisit it. However, it got so much interest that I'd like to. Here's the code we ended up with at the end: var...
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Don’t Refactor On Autopilot: Refactor With A Purpose To Provide Value
Refactoring is a key part of every engineer’s career. Identifying when you need to refactor is an important skill. Refactoring without a purpose, or when it doesn’t provide value, is just wasting…
Read more at Level Up Coding
Open-Closed Principle: The Hard Parts
The Open-Closed Principle is the second principle of SOLID. Let’s know what OCP is, its limitations, and how can we follow it correctly Photo by author Introduction SOLID principles are a set of prin...
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Prompt Engineering Guide for Open LLM: Take Your Open LLM Application to the Next Level
Compared to closed-source models: The observation that can be made here is that o pen-source models cannot compete with closed-source models on the same prompt. In my personal experience, the results ...
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Revisiting SOLID
Encountered by most software developers in their early years on the job, the SOLID principles remain a key driver in all well-written software. I hear it referenced often and frequently find myself…
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The openclean Open-Source Data Cleaning Library
Data preparation is still a major bottleneck for many data science projects. A frequently cited survey in 2016 found that data scientists spend 60% of their time on data cleaning and organizing data…
Read more at Towards Data Science- «
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