Learn the practices needed to move machine learning from notebooks to reliable, monitored production systems.
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IIT BombayThe Certificate in AI Engineering and MLOps is a five-month online, hands-on certificate for professionals transitioning into AI engineering roles. Learn to build, scale and manage systems powering modern AI workflows, bridging data science and systems engineering.
Skills: Advanced AI Trends · Containerized Workflow Orchestration · Distributed Training Deployment · Hardware-Aware Programming
✓ WITH CERTIFICATE
Great Learning AcademyThis free mlops fundamentals course is built for analytics, data science, and business learners who want the topic explained with context and usable examples. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating mlops fundamentals as a list of terms, it explains what to look for, how to reason through common task…
Skills: MLOps
✓ Free learning · Paid certificate
Great Learning AcademyThe Cloud Native DevOps with AWS course equips you with the foundational skills to build, deploy, and manage applications using modern DevOps practices on AWS. You will learn how DevOps and AWS work together to support faster development and reliable operations. Starting with source control and identity management, the course teaches you how to manage code using Git and AWS CodeCommit, set up secure access with IAM…
Skills: Agent Installs · AWS CloudFormation · AWS CodeCommit · AWS Identify
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at AustinAccelerate your career or scale AI initiatives with a comprehensive AI program covering Machine Learning, Generative AI, Agentic AI. Build hands-on expertise, strategic judgment, and earn a certificate from the McCombs School of Business at The University of Texas at Austin.
Skills: Agentic AI Workflows · AI Governance · AI Model Evaluation · Autonomous Agents (Single and Multi-Agent)
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at AustinTransition to AI roles or deepen your technical expertise. Build hands-on skills in ML, GenAI & Agentic AI. Earn dual certificates from the McCombs School of Business at UT Austin & Great Lakes Executive Learning.
Skills: Agent Evaluation & Human-in-the-Loop · Agentic AI Developer · Agentic AI Systems · Agentic AI Workflows
✓ WITH CERTIFICATE
Great Learning AcademyCI/CD is Continuous Integration/Continuous Delivery. It involves a series of steps to deliver a new version of the software. It is a better practice of improving software delivery by utilizing SRE (Site Reliability Engineering) or DevOps. AWS has brought in complete CI/CD developer tools that accelerate the development and release cycles. It is exciting as well as crucial to understand and implement this AWS concept…
Skills: AWS CI/CD Services
✓ Free learning · Paid certificate
Great Learning AcademyThis free DevOps course will provide you with the skills to begin your career as a DevOps engineer and effectively contribute to modern software development teams. You’ll also get familiar with tools like Git, Docker, and Jenkins, which will help you manage version control, create containers, and set up continuous integration. You’ll also know how to install and configure these tools to improve your development work…
Skills: Automation Practices · Collaboration In DevOps Teams · Containerization Using Docker · Continuous Integration
✓ Free learning · Paid certificate
Great Learning AcademyThis Machine Learning Model Deployment using Flask course will begin with a brief explanation of what Model Deployment is, and will also look at some of Model Deployment’s key features along with essential real-world examples. Next, you will learn how to deploy an application using Flask with the help of a case study. You will learn to solve the case study step-by-step, giving you the time to learn about the deploym…
Skills: Flask · Model Deployment
✓ Free learning · Paid certificate
Great Learning AcademyFree ml model deployment course learning should help analytics, data science, and business learners understand why the topic matters before moving into deeper practice. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating ml model deployment course as a list of terms, it explains what to look for, how to reason t…
Skills: Flask · Model Deployment · Model Deployment on Flask
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at AustinDesigned for leaders and decision-makers to evaluate AI opportunities, assess technology and data readiness, build the business case, manage risk, and move from pilot to production, all without coding. Earn a Certificate of Completion from Texas McCombs.
Skills: Agentic AI · AgentOps Governance · AI Ethics and Regulatory Risk Assessment · AI ROI Assessment
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at AustinDesigned for senior leaders to lead initiatives using GenAI & Agentic AI solutions. Build strategic judgment & hands-on expertise with no-code tools. Earn dual certificates from the McCombs School of Business at The University of Texas at Austin & Great Lakes Executive Learning.
Skills: Agentic AI Deployment and Process Redesign · AI Data Readiness Assessment · AI Ethics and Regulatory Risk Assessment · AI Landscape Navigation
✓ WITH CERTIFICATE
Great Lakes Executive LearningJoin the online PG Program in Cloud Computing and DevOps by Great Lakes Executive Learning. Explore Applied GenAI on Cloud across AWS, Azure, and GCP, featuring 80+ hands-on exercises and career support.
Skills: Ansible · AWS Lambda · Docker · Jenkins
✓ WITH CERTIFICATE
Great Learning AcademyDevOps can be understood as a collection of tools, practices, and philosophies which is used in an organization to increase its efficiency and effectiveness. It is used to enhance the ability of an organization to deliver services and applications at a faster pace. In this DevOps tutorial, you will start with all the fundamentals of DevOps, like what it is, why it is used, its phases, etc. Later, this free Hindi Dev…
Skills: Containerizing · Continuous Integration · Version Control
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at AustinMaster cutting-edge Data Science technologies like Python, Tableau, Machine Learning, AI, Generative AI, and more in this Data Science with GenAI certificate program. Earn dual certificates from McCombs School of Business at UT Austin and Great Lakes Executive Learning
Skills: Data Analysis · Data Visualization using Tableau · Deep Learning · Generative AI
✓ WITH CERTIFICATE
IIT BombayDesigned for technology, and data professionals, this course builds skills to design, adapt, and deploy reliable GenAI applications using LLMs, RAG, agents, LLMOps, and governance. Build hands-on expertise, strategic judgment and earn a Certificate of Completion from IIT Bombay.
Skills: Agentic AI · CI/CD for LLM applications · Classification and summarization · Data preparation & labeling for LLMs
✓ WITH CERTIFICATE
Great Learning AcademyThis free unit testing course is built for beginners and self-paced learners who want the topic explained with context and usable examples. The course introduces core concepts, beginner examples, practical use, and next steps in a way that shows how the pieces work together. Instead of treating unit testing as a list of terms, it explains what to look for, how to reason through common tasks, and why the subject appe…
Skills: Code Coverage Techniques · Debugging Skills · Familiarity with Testing Frameworks · Integration of Unit Tests in CI/CD Pipelines
✓ Free learning · Paid certificate
Great Learning AcademyThe Generative AI for Software Development course equips you with practical skills to use AI as a hands-on partner throughout the software development life cycle. You will be taught how to use Generative AI tools to code more quickly, enhance logic, and minimize the typical bottlenecks in the development process. The course teaches you how to use AI within your IDE to suggest code, write clean, structured code, refa…
Skills: AI Tool Selection · AI-Assisted Debugging · Automated Testing · CI/CD Integration
✓ Free learning · Paid certificate
Great Learning AcademyContinuous Integration is an important phase within DevOps that allows us to merge multiple facets of software development together and manage them. Jenkins is a very powerful open-source continuous integration tool that does the very same. Jenkins comes under mighty application that allows continuous integration and delivery of projects regardless of the platform you are working on. It is a free source that support…
Skills: Continuous Integration · Jenkins
✓ Free learning · Paid certificate
Stories matched to your selected persona — because your journey is unique.
“I was applying for 3 months with zero callbacks. After completing the Data Analytics course, I had 4 offers in 6 weeks.”
“The Excel and SQL courses gave me skills my peers simply didn't have. I solved a live data problem in my Deloitte interview.”
“The ML Fundamentals course was more rigorous than my college curriculum. Flipkart hired me based on my GitHub portfolio.”
Every course ends with a project you can show employers. Here's what your MLOps track builds.
Build an end-to-end Excel dashboard with pivot tables, dynamic charts, and KPI scorecards — exactly what analysts present in their first 90 days.
Enroll to Build This →Create an interactive Power BI report segmenting customers by behaviour, geography, and spend — a staple of every business analyst portfolio.
Enroll to Build This →Build a reusable prompt library, automate content briefs, and create an AI-assisted research workflow — immediately applicable at any company.
Enroll to Build This →Explore real use cases by your role, function, or industry — and the specific skill that unlocks each one.
Write 10 variations of ad copy, email subjects, and landing page headlines in minutes — then A/B test them all in the same sprint.
Build a live attribution dashboard that shows exactly which channel, ad, and message drove each conversion — not just last-click.
Use AI to cluster keywords by intent, identify content gaps, and generate optimised briefs — at a scale no human team can match manually.
You've seen what MLOps skills unlock. Now find out which ones you're missing — and get a sequenced 90-day learning plan matched to your role and goals.
From startups to Fortune 500s — your next employer is already on this list.