Tag: tools

Tools you should be using on every Data Science project in Python
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Tools you should be using on every Data Science project in Python

Software development tools for staying organised and keeping quality high There are many online lists of the software and packages used in Data Science. Pandas, Numpy and Matplotlib are always featured, as are machine learning libraries Scikit-learn and Tensorflow. However, just as important are some less DS-specific software development tools that should be part of...

8 top open-source community and data tools
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8 top open-source community and data tools

Originally posted on sdtimes As organizations wake up to the multitude of ways advanced technologies can augment their businesses, developers with relevant skills are becoming ever more valuable. Data is the key to a whole kingdom of opportunity, and when combined with AI and machine learning tools, the bounds of this kingdom are practically limitless. Even for...

The Book of Secret Knowledge
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The Book of Secret Knowledge

“Knowledge is powerful, be careful how you use it!“ A collection of inspiring lists, manuals, cheatsheets, blogs, hacks, one-liners, cli/web tools, and more. What is it? This repository is a collection of various materials and tools that I use every day in my work. It contains a lot of useful information gathered in one piece....

Three Ways to Use the Walrus Operator in Python
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Three Ways to Use the Walrus Operator in Python

Expand your toolkit with this new operator With the release of Python 3.8, the assignment-expression operator—also known as the walrus operator—was released. The operator enables the assignment of a value to be passed into an expression. This generally reduces the number of statements by one. For example: my_list = [1,2,3]count = len(my_list) if count >...

10 Must-Try Open Source Tools for Machine Learning
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10 Must-Try Open Source Tools for Machine Learning

Tools to make ML easier Making Machine Learning easier is more possible than you think. Today we have a great variety of free open-source tools for any tastes and demands. Exploiting these tools will definitely help you to manage complex tasks and acquire new skills faster. Besides, you can always visit various online communities connected...

Awesome Python: A curated list of awesome Python frameworks, libraries, software and resources
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Awesome Python: A curated list of awesome Python frameworks, libraries, software and resources

Inspired by awesome-php. Awesome Python Admin Panels Algorithms and Design Patterns Audio Authentication Build Tools Built-in Classes Enhancement Caching ChatOps Tools CMS Code Analysis Command-line Interface Development Command-line Tools Compatibility Computer Vision Concurrency and Parallelism Configuration Cryptography Data Analysis Data Validation Data Visualization Database Database Drivers Date and Time Debugging Tools Deep Learning DevOps Tools Distributed...

Five Command Line Tools for Data Science
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Five Command Line Tools for Data Science

You can do more data science than you think from the terminal One of the most frustrating aspects of data science can be the constant switching between different tools whilst working. You can be editing some code in a Jupyter Notebook, having to install a new tool on the command line and maybe editing a function...

5 Best Machine Learning Frameworks for Web Development
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5 Best Machine Learning Frameworks for Web Development

Machine learning is a branch of computer science that uses statistical methods to give computers the ability to self-improve without direct human supervision. Machine learning frameworks have changed the way web development companies utilize data. Machine learning algorithms can process large volumes of unstructured information, and turn them into actionable insights and predictions. Companies such as...

The Top 6 DevOps Tools to Know in 2018
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The Top 6 DevOps Tools to Know in 2018

DevOps is more than a buzzword; it’s a culture in which the lines between the traditional roles of software development and operations (system/network/database admins) are blurred to achieve continuous integration (CI) and delivery (CD). By getting software development (Dev) and operations (Ops) teams to work together as a unified front and placing an emphasis on automation...

Data Science Tutorials & Resources for Beginners
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Data Science Tutorials & Resources for Beginners

If you want to know more about Data Science but don’t know where to start this list is for you!  No previous knowledge required but Python and statistics basics will definitely come in handy. These ressources have been used successfully for many beginners at my local Data Science student group ML-KA. Contents What is Data Science?...

JavaScript Testing and Debugging Tools
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JavaScript Testing and Debugging Tools

Think twice, cut once. A paradigm that has guided software engineers and developers over the years. Planning and thinking things out before beginning to code helps make development a lot easier and helps with developing more accurate software at the end of the construction process. However not everything is dealt with, as some bugs still...

A guide to continuous integration and continuous delivery tools
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A guide to continuous integration and continuous delivery tools

API Fortress: API Fortress is an API testing and monitoring platform built specifically to align development and operations in today’s architectures. Automate test executions as part of deployments from any CI platform, including Jenkins (try our plug-in). The platform simplifies creating tests, running them during deployments, and then using those same tests for production monitoring. CA...