Posted on

The Future of Data Science Is No-Code: Here’s Why

Data science projects can be complex, and the complexity only increases when it comes to operationalizing the results. It is no easy task to maintain and manage a large codebase with millions of lines of code for data science or machine learning projects. No-code/low-code data science solutions, on the other hand, solve this problem by providing a simplified approach to building and deploying data science projects.

No Code/Low Code Solutions Are Democratizing Data Science

No-code data science functionalities are democratizing data science by making it more accessible to non-technical users. By providing a GUI, these platforms make it possible for anyone to build and deploy machine learning models, regardless of their coding skills. These solutions simplify the process and allow users to generate workflows and models using natural language descriptions.

Posted on

The Current State of Open-Source Careers and Jobs

According to the 10th Annual Open Source Jobs ReportĀ¹ from The Linux Foundation and edX's trusted learning platform, the open source job market is even more promising for job seekers.

Steven J. Vaughan-NicholsĀ² wrote an insightful piece about the open source job report last year when tech unemployment had reached 2.1% in May 2022. The report found that 73% of open-source professionals feel confident they could easily find a new job, while 93% of employers struggle to find skilled talent. Most open source professionals, 63%, reported they hadn't changed jobs in the past year, but one in three did leave their jobs.

Posted on

A Gentle Introduction to Kubernetes

Kubernetes simplifies deploying, scaling, and managing distributed components and services across various infrastructures. It offers powerful features such as self-healing, service discovery, automated rollouts, and rollbacks, allowing users to manage containerized applications easily. 

In this guide, we will delve into the basic concepts of Kubernetes. Then, we will discuss the system's architecture, the problems it solves, and the model employed to manage containerized deployments and scaling.

What Is Kubernetes?

Kubernetes (sometimes called K8s) is an open-source container-orchestration system that simplifies the deployment, scaling, and management of containerized applications. It provides a unified platform for deploying and managing distributed applications. It is designed to be highly scalable, fault-tolerant, and cloud-agnostic, running on multiple cloud platforms and on-premise environments.