DevOps to MLOps: Cloud Career Transition Strategy for 2025

Key Facts Transitioning from DevOps to MLOps in 2025 leverages existing skills while addressing the rising demand for AI/ML expertise. Key steps include mastering machine learning fundamentals, earning relevant certifications, completing hands-on projects, and showcasing work to enhance career prospects. Summary by Nuclear Engagement As machine learning transforms industries, MLOps (Machine Learning Operations) has become…

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Building a Cloud-Native Resume: Highlighting AI/ML Skills That Matter

Key Facts To build a cloud-native resume for AI/ML roles, emphasize skills in AI tools like Amazon Bedrock and Google Vertex AI, showcase hands-on experience with frameworks such as TensorFlow, and highlight relevant certifications. Include impactful projects and quantifiable achievements to stand out. Summary by Nuclear Engagement The demand for cloud-native professionals with expertise in…

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AWS vs Azure vs GCP: A Cloud Engineer’s Career Path Comparison in 2025

Key Facts In 2025, AWS leads with 60% market share, offering the most job opportunities and stability. Azure is rapidly growing, especially for Microsoft users, while GCP excels in AI and ML. Salaries vary, with AWS at $145,000, Azure competitive, and GCP specialists earning 15% more. Certifications differ in focus, and learning multiple platforms can…

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How to Become a Google Cloud Engineer with No Experience or Degree

Key Facts To become a Google Cloud Engineer without a degree or experience, focus on earning the Associate Cloud Engineer certification, completing hands-on projects like the Cloud Resume Challenge, and building a strong portfolio while networking within the industry. Summary by Nuclear Engagement Breaking into cloud computing without a degree or prior experience may seem…

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Top 10 AWS Cloud Project ideas for Beginners

Key Facts Explore 10 AWS cloud projects for beginners, including building a static website with S3, creating a serverless API with Lambda, and deploying a Kubernetes cluster with EKS. These projects enhance skills in cloud services, infrastructure automation, and application security. Summary by Nuclear Engagement These AWS projects are designed to help you get hands-on…

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Azure Cloud Project Ideas for Beginners

Key Facts Beginner Azure projects like hosting a static website, creating serverless functions, deploying VMs, and building databases enhance cloud skills. Notably, the Cloud Resume Challenge integrates multiple services, providing practical experience and showcasing expertise in Azure’s diverse offerings. Summary by Nuclear Engagement After earning my Azure Fundamentals certification, I wanted to apply my knowledge…

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Google Cloud Project Ideas for Beginners

Key Facts Google Cloud offers beginner-friendly projects like deploying a static website, building serverless functions, setting up virtual machines, creating Cloud SQL databases, developing chatbots, analyzing data with BigQuery, building machine learning models, and managing Kubernetes clusters, fostering essential cloud skills. Summary by Nuclear Engagement Google Cloud offers a wide array of tools for building…

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How to Become an AWS Cloud Architect Without a Degree or Experience

Key Facts To become an AWS Cloud Architect without a degree or experience, understand the role, learn cloud computing basics, earn AWS certifications, and gain hands-on experience through projects like the Cloud Resume Challenge. Utilize free resources, join communities, and apply for entry-level roles to build your skills. Summary by Nuclear Engagement Breaking into the…