GitLab is a complete DevOps platform, delivered as a single application, fundamentally changing the way Development, Security, and Ops teams collaborate and build software. From idea to production, GitLab helps teams improve cycle time from weeks to minutes, reduce development costs and time to market while increasing developer productivity
GitLab was America’s fourth fastest-growing private software company in 2018. The company provides a central server that manages Git repositories and is used to simplify the administration tasks of many corporations worldwide. …
Webiny is an open-source framework for building serverless applications. It provides you with developer tools, libraries, ready-made apps and processes. It’s built on top of AWS cloud and uses the latest technologies such as NodeJs, React and GraphQL.
It’s designed for building websites, apps and APIs that scale to millions of users and run on top of serverless infrastructure like AWS Lambda.
Create new GraphQL schemas, register new microservices and let the built-in Apollo Federation connect it all together. Webiny includes security utilities so you can easily control who can access what. …
Introducing opsdroid, a Python 3 chat-ops bot. An open source chatbot framework written in Python. It is designed to be extendable, scalable and simple.
This framework is designed to take events from chat services and other sources and execute Python functions (skills) based on their contents. Those functions can be anything you like, from simple conversational responses to running complex tasks. The true power of this project is to act as a glue library to bring the multitude of natural language APIs, chat services and third-party APIs together.
pip3 install opsdroid
There are quite a few reasons to use cross-platform or hybrid frameworks. For starters, it’s easier to maintain a single code base. Also, existing developer skills can be leveraged to develop apps. Quite a few hybrid frameworks are available for developers. The majority of those are based on Apache Cordova or WebView-based. Then there is C# based Xamarin which is a cross-compiled framework. NativeScript is one such platform.
It currently supports the following stacks:
In this article, you will learn various concepts of web scraping and get comfortable with scraping various types of websites and their data. The goal is to scrape data from the Wikipedia Home page and parse it through various web scraping techniques. You will be getting familiar with various web scraping techniques, python modules for web scraping, and processes of Data extraction and data processing.
Web scraping is an automatic process of extracting information from the web.
This article will give you an in-depth idea of web scraping, its comparison with web crawling, and why you should opt for web scraping. …
Title: What is the Gradient Descent Algorithm and its working.
Gradient descent is a type of machine learning algorithm that helps us in optimizing neural networks and many other algorithms. This article ventures into how this algorithm actually works, its types, and its significance in the real world.
Gradient descent is one of the most popular algorithms to perform optimization and by far the most common way to optimize neural networks. At the same time, every state-of-the-art Deep Learning library contains implementations of various algorithms to optimize gradient descent (e.g. lasagne’s, caffe’s, and keras’ documentation).
The reason we’re talking about it here is not merely theoretical. Gradient Descent algorithm is much more than it seems to be. It is used time and again by ML practitioners, Data scientists, and students to optimize their models. …
Explaining Robotic Process Automation to a 6-year old
This article gives insights to RPA Automation in the simplest words possible that even your 6-year old cousin can understand and remember.🤠
During business uncertainty, you want to get the most out of every opportunity. Robotic process automation (RPA) is designed to handle those repetitive, routine, dreary, and uninteresting tasks found inside most business processes. Keeping those going enables you to process information 24 hours a day, seven days a week without people intervention.
With RPA, employees can focus on higher-level tasks requiring reasoning and customer interaction. …
Memory is the diary we carry around with us.
The term ‘memory’ is used to refer to the mental faculty of retaining and recalling past experience. An act of memory is the action of calling upon or collecting facts learned earlier, all over again, to produce the required information at the appropriate time.
Memorizing something comes with 3 (not so) simple steps -
The good news is that memory is not an absolute ability you’re born with. Our brain is a machine learning model which applies reinforcement learning to itself. …
Predictive modeling with deep learning is a skill that modern developers need to know.
PyTorch is the premier open-source deep learning framework developed and maintained by Facebook.
At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models. Achieving this directly is challenging, although thankfully, the modern PyTorch API provides classes and idioms that allow you to easily develop a suite of deep learning models.
In this tutorial, you will discover a step-by-step guide to developing deep learning models in PyTorch.
After completing this tutorial, you will know: