Cloud cost optimization is finding ways to run applications in the cloud, performing work or providing value to the business, at the lowest possible cost, and using cloud providers as cost-efficiently as possible. Optimization as a practice ranges from simple business management to complex scientific and engineering areas like operations research, decision science and analytics,…
Introduction Azure Pipeline is an automated set of processes that helps developers to compile, build, and deploy codes on other computation platforms. It is a continuous delivery tool similar to open source Jenkins or CodeShip. The sole goal of this pipeline is that there is no manual intervention, all the changes are automatically executed in the project. Whenever…
Introduction Puppet is a configuration management tool that simplifies system administration. Puppet uses a client/server model in which your managed nodes, running a process called the Puppet agent, talk to and pull down configuration profiles from a Puppet master. Puppet deployments can range from small groups of servers up to enterprise-level operations. Puppet, from Puppet Labs, is a…
Introduction Data Science is one of the most trending search topics on google these days. Because of its high demand and exhaustive usage in real-world applications, more and more developers in the community are developing new frameworks and libraries that help data scientists and researchers complete everyday tasks. One such library is streamlit. With streamlit,…
Pipenv rolls the management of Python virtual environments and Python packages into a single tool. Pipenv ensures that each project uses the correct version of each package it needs, and that each of those packages has the correct dependencies as well. Further, Pipenv generates a list of your project’s dependencies that can travel with it, allowing…
Machine learning, one of the spearheads of artificial intelligence, opens unimaginable perspectives in the current digital era. Within the context of the great data, it is bringing great advances in the most different areas, in a sum and continues what does not seem to have an end. As machine learning takes precedence over other technologies,…
Artificial intelligence (AI), machine learning and deep learning arethree terms often used interchangeably to describe software that behavesintelligently. However, it is useful to understand the key distinctions amongthem. Machine learning can lead to avariety of automated tasks. It affects virtually every industry — from ITsecurity malware search, to weather forecasting, to stockbrokers looking foroptimal trades. Machine learning…
