Learn Cloud AI Deployment and Management Online: Free Course with AI Tutor & Certificate
This 1-hour mlops course spans 24 video lessons. You'll learn to build and maintain machine learning pipelines using AWS SageMaker and AI Hub Services. By the end, you will know how to manage cloud infrastructure, set up CI/CD workflows, and confidently handle DevOps for AI deployment.
Cloud AI Deployment and Management course syllabus
01 Cloud Deployment Pipelines
- Introduction to Cloud Deployment
- Understanding Docker Basics
- Setting up Docker Environment
- Deploying Applications using Docker
02 AWS SageMaker and AI Hub Services
- Overview of AWS SageMaker
- Utilizing AI Hub Services
- Implementing Machine Learning Models on AWS SageMaker
- Managing AI Workflows with SageMaker
03 CI/CD Pipelines for AI Solutions
- Introduction to CI/CD Pipelines
- Building CI/CD Pipelines for AI Solutions
- Testing and Deployment in CI/CD Pipelines
- Monitoring and Continuous Improvement in CI/CD Pipelines
04 Cloud AI Deployment and Management
- Cloud AI Deployment Strategies
- Managing AI Resources in the Cloud
- Security and Compliance in Cloud AI Deployment
- Scaling and Optimization of AI Solutions in the Cloud
05 Cloud Infrastructure for AI
- Understanding Cloud Infrastructure for AI
- Leveraging Cloud Services for AI Deployment
- Data Storage and Management in the Cloud
- Networking and Security Considerations for AI in the Cloud
06 DevOps for AI Deployment
- DevOps Principles for AI Deployment
- Automation and Orchestration in AI Deployment
- Collaboration and Communication in DevOps for AI
- Continuous Integration and Delivery for AI Solutions
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this Cloud AI Deployment and Management course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Data scientists wanting to learn how to put their models into production environments.
- Software engineers transitioning into an MLOps or AI DevOps role.
- IT professionals in India looking to upgrade their cloud management skills.
- Students seeking practical experience with AWS machine learning tools.
Prerequisites
- Basic understanding of machine learning concepts and Python programming is required.
- Familiarity with general cloud computing principles is helpful but not mandatory.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete Cloud AI Deployment and Management course: free, structured and job-focused
Over the course of 1 hour and 24 video lessons, this cloud AI training program teaches you how to put machine learning models into production. You'll start with an Introduction to Cloud Deployment before moving into Cloud Deployment Pipelines. We cover exactly how to configure AWS SageMaker and AI Hub Services to run your models reliably in a real production environment. You will also learn the mechanics of setting up CI/CD Pipelines for AI Solutions, ensuring your code updates push smoothly without breaking existing systems. The final modules focus on Cloud AI Deployment and Management, Cloud Infrastructure for AI, and DevOps for AI Deployment. By the end, you will understand how to keep machine learning operations running efficiently.
LearnTube makes mastering this ai infrastructure course simple and highly interactive. Our platform curates the most effective educational YouTube videos and pairs them with a smart AI tutor. Instead of just watching passively, you'll take a quick quiz after every single lesson to check your understanding and fix mistakes instantly. This active recall helps you retain complex cloud concepts much faster.
You can join over 60,000 learners on our platform and start studying right away. The entire learning experience is completely free, allowing you to master cloud AI at your own pace. If you want to highlight your new MLOps skills to our 900+ hiring partners or on your resume, you can choose to purchase an optional verified certificate once you finish the material.
Jobs you can target after learning Cloud AI Deployment and Management
Cloud AI Deployment and Management is a gateway skill for some of the fastest-growing roles in tech.
Builds and maintains the infrastructure required to deploy and monitor machine learning models.
Integrates artificial intelligence services into cloud applications using platforms like AWS.
Automates the deployment, scaling, and management of AI applications in production environments.
Typical entry-level salary ranges in India as of September 2026. Actual compensation varies by city, company and experience.
Earn a Cloud AI Deployment and Management certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this Cloud AI Deployment and Management course.
What job roles does this cloud AI training lead to?
You can pursue roles like MLOps Engineer, Cloud AI Developer, or AI DevOps Engineer. These entry-level positions in India typically offer starting salaries between ₹5 LPA and ₹12 LPA, depending on your prior software experience.
Is this MLOps course online and self-paced?
Yes. The entire program is available online and completely self-paced. You can watch the 24 video lessons and complete the AI quizzes whenever you have free time, making it easy to fit into a busy schedule.
How long will it take to finish the material?
It takes about 1 hour to complete all 6 modules. Because you control the pace, you can easily finish the entire syllabus in a single afternoon or spread the lessons out over a few days.
What specific cloud platforms will I learn about?
You will primarily focus on Amazon Web Services. The modules specifically cover AWS SageMaker and AI Hub Services, teaching you how to configure these tools for reliable machine learning operations and deployment.
Can I study this material on my mobile phone?
Yes. The LearnTube platform works perfectly on mobile devices. You can watch the curated YouTube videos and answer the AI tutor quizzes directly from your smartphone, allowing you to study from anywhere.
Do I get a certificate after finishing the classes?
Yes, you can get a certificate. While all the video lessons and quizzes are entirely free to access, we offer an optional verified certificate for a small fee once you complete the final module.
What will I be able to do after this?
You will know how to set up CI/CD pipelines for artificial intelligence solutions. You'll be able to manage cloud infrastructure, deploy models using AWS SageMaker, and handle daily DevOps tasks for machine learning projects.
Learners also explore these free courses
Pair Cloud AI Deployment and Management with a complementary skill to stand out even more.
Start learning Cloud AI Deployment and Management today, for free
24 lessons, an AI tutor that never gets tired, and a certificate at the finish line. All you need is an hour a day.
Start Learning Free