article thumbnail

American Airlines takes flight with analytics transformation

CIO

In the wake of the COVID-19 pandemic, airlines have struggled with bad weather, fewer air traffic controllers, and a shortage of pilots, all leading to an unprecedented number of cancelations in 2022. This was a huge change for our teams. Leibman notes that she has an entire team dedicated to delivery transformation within the company.

Airlines 363
article thumbnail

MLOps: Methods and Tools of DevOps for Machine Learning

Altexsoft

It facilitates collaboration between a data science team and IT professionals, and thus combines skills, techniques, and tools used in data engineering, machine learning, and DevOps — a predecessor of MLOps in the world of software development. MLOps lies at the confluence of ML, data engineering, and DevOps.

Insiders

Sign Up for our Newsletter

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

article thumbnail

Hybrid vs. Multi-cloud: The Good, the Bad and the Network Observability Needed

Kentik

The public clouds (representing Google, AWS, IBM, Azure, Alibaba and Oracle) are all readily available. This allows DevOps teams to configure the application to increase or decrease the amount of system capacity, like CPU, storage, memory and input/output bandwidth, all on-demand. Hybrid Cloud Benefits. Multi-cloud Benefits.

article thumbnail

The Good and the Bad of Microsoft Power BI Data Visualization

Altexsoft

One of the important steps away from spreadsheets and towards developing your BI capabilities is choosing and implementing specialized technology to support your analytics endeavors. Microsoft Power BI is an interactive data visualization software suite developed by Microsoft that helps businesses aggregate, organize, and analyze data.

article thumbnail

Prisma Cloud Delivers 276% ROI: 2021 Forrester TEI Study

Palo Alto Networks

Security teams need to ensure that cloud environments are configured properly as any misconfiguration could leak data or provide a target for attackers. These teams also need to work with compliance and audit teams to achieve and maintain compliance, which is a challenge in highly dynamic cloud environments.

Study 98
article thumbnail

Taking an Analytical Approach to Project Management

Perficient

More and more with tech Project Managers, we’re seeing a multi-discipline approach to the role, ditching the “old ways” of project management in favor of agility and adding extra value to the team. You should be tracking these metrics as your team moves through the project and analyzing progress for any patterns or surprises.

article thumbnail

Prevent Container Risks With Advanced Container Image Sandboxing

Palo Alto Networks

Developers and DevOps Teams Can Now Use Prisma Cloud’s Advanced Machine Learning to Prevent Dynamic Threats Before They are Deployed Into Operational Environments. Today’s high speed deployments in a DevOps world rely on the efficient reuse of image libraries and the increasing usage of container images.