Originally posted on analyticsindiamag. Time series is a sequence of numerical data points in successive order and time series analysis is the technique of analysing the available data to predict the future outcome of an application. At present, time series analysis has been utilised in a number of applications, including stock market analysis, economic forecasting,...
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...
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...
“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....
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 >...
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...
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...
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...
While programming or coding, a programmer can sometimes take hours of time to solve an error. Autocomplete tools serve as a great helping hand as it helps them to complete the code faster while reducing the errors. In this article, we list down 4 autocomplete coding tools for Python programmers. 1| Kite Kite is a powerful editor integration...
Understanding is vital when it comes to coding Python in many ways has made our life easier when it comes to programming. With its many libraries and functionalities, sometimes we forget to focus on some of the useful things it offers. One of such functionalities are generators and generator expressions. I stalled learning about them for...
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...
After I finish hand writing almost a thousand lines of documentation, I vowed to never do that again. So I set out on a quest to find all the best tools to do this tedious task for me. Surely these tools must already exist, right? npm install something, run a command, and done, right? Maybe not… I am...
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...
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?...
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...
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...
