article thumbnail

12 data science certifications that will pay off

CIO

Data science certifications give you an opportunity to not only develop skills that are hard to find in your desired industry, but also validate your data science know-how so recruiters and hiring managers know what they get if they hire you. According to data from PayScale, $99,842 is the average base salary for a data scientist in 2024.

article thumbnail

Building a smarter Azure Kubernetes for developers

InfoWorld

With KubeCon Europe taking place this week, Microsoft has delivered a flurry of Azure Kubernetes announcements.

Azure 83
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Dairyland powers up for a generative AI edge

CIO

Previously head of cybersecurity at Ingersoll-Rand, Melby started developing neural networks and machine learning models more than a decade ago. We just came out of the gates fast, and we just kept solving problems,” the CIO says, noting that his team was experimenting with Azure LLMs before they were on the market. “We

article thumbnail

MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

When speaking of machine learning, we typically discuss data preparation or model building. The fusion of terms “machine learning” and “operations”, MLOps is a set of methods to automate the lifecycle of machine learning algorithms in production — from initial model training to deployment to retraining against new data.

article thumbnail

MLflow: A platform for managing the machine learning lifecycle

O'Reilly Media - Data

Although machine learning (ML) can produce fantastic results, using it in practice is complex. MLflow offers a powerful way to simplify and scale up ML development throughout an organization by making it easy to track, reproduce, manage, and deploy models. Machine learning workflow challenges. MLflow components.

article thumbnail

Natural Language Processing & Machine Learning in Higher Education

Mentormate

In this article, we will discuss how MentorMate and our partner eLumen leveraged natural language processing (NLP) and machine learning (ML) for data-driven decision-making to tame the curriculum beast in higher education. We developed suitable representation and persistence mechanisms for this (see Figure 4).

article thumbnail

What is Machine Learning Engineer: Responsibilities, Skills, and Value Brought

Altexsoft

In a world fueled by disruptive technologies, no wonder businesses heavily rely on machine learning. Google, in turn, uses the Google Neural Machine Translation (GNMT) system, powered by ML, reducing error rates by up to 60 percent. The role of a machine learning engineer in the data science team.