The Engineering Discipline of Machine Learning: A Comprehensive Guide to CI/CD and MLOps

Executive Summary The proliferation of machine learning (ML) has moved the primary challenge for organizations from model creation to model operationalization. A high-performing model confined to a data scientist’s notebook Read More …

Architecting Production-Grade Machine Learning: An End-to-End Guide to MLOps Pipelines, Practices, and Platforms

Executive Summary The transition of machine learning (ML) from a research-oriented discipline to a core business capability has exposed a critical gap between model development and operational reality. While creating Read More …

The Unified Pipeline: An Architectural Framework for Continuous Model Delivery with DataOps and MLOps

Foundational Paradigms: DataOps and MLOps as Pillars of Modern AI The successful operationalization of artificial intelligence (AI) and machine learning (ML) within an enterprise is not merely a function of Read More …

Glossary of Software Engineering Terms

The below glossary covers a range of terms commonly encountered in software engineering, providing a foundation for understanding key concepts and practices in the field. Software Engineer Career Path Program Read More …

Docker: How to Build, Ship, and Run Your Applications

https://uplatz.com/course-details/docker/556 Docker for DevOps: Architecture, Components, and Best Practices OverviewIn the fast-paced world of DevOps—where speed, scalability, and consistency matter—the leading container platform has changed how teams build and ship Read More …

Spinnaker: A Powerful Tool for Continuous Delivery in DevOps

Introduction In the dynamic landscape of DevOps, the need for robust, scalable, and efficient deployment tools has never been more critical. Enter Spinnaker, an open-source, multi-cloud continuous delivery platform that Read More …

Helm Charts: Streamlining Kubernetes Deployments

Introduction Kubernetes has become the de facto container orchestration platform, empowering organizations to deploy, scale, and manage containerized applications with ease. However, configuring and managing complex applications on Kubernetes can Read More …

DevOps Tools: A Comprehensive Guide to Essential Tooling

In the fast-paced world of software development and IT operations, the right set of DevOps tools can make all the difference. These tools automate, streamline, and enhance various aspects of Read More …