Learn how to build, deploy, automate, monitor, and maintain machine learning systems in the cloud with the AI Cloud MLOps Course. This training covers Python, MLflow, Docker, FastAPI, Kubernetes, AWS, Azure, and CI/CD so you can work on production-style AI and ML workflows, not just notebooks.
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8 LPA • Machine Learning Engineer
4 LPA • AI Engineer
4 LPA • Associate Product Manager
3.45 LPA • Network Engineer
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12 LPA • Data Engineer
16 LPA • Data Engineer
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7 LPA • MLOps Engineer
5 LPA • HR Executive
7 LPA • Data Scientist
10 LPA • Brand Marketing Specialist
8.2 LPA • AI Engineer
Learning the tools is only half the job. The harder part is turning that into interview readiness, project proof, and a profile that fits MLOps hiring screens. Inventateq supports that shift with resume work, project guidance, mock interviews, and role-specific preparation for cloud ML and deployment-focused jobs.
Support is built around the course timeline, not pushed to the end. As the projects progress, learners prepare GitHub repos, document workflows, refine their resume for MLOps roles, and move into interview practice with deployment, monitoring, and cloud questions.
MLOps and cloud ML roles are hired across IT services, product companies, SaaS teams, startups, and enterprise data teams. Pay rises with hands-on depth in deployment, automation, and monitoring, especially when a learner can explain the full ML lifecycle clearly.
AI Cloud MLOps Average Salary by Experience
MLOps and cloud ML roles are hired across IT services, product companies, SaaS teams, startups, and enterprise data teams. Pay rises with hands-on depth in deployment, automation, and monitoring, especially when a learner can explain the full ML lifecycle clearly.
AI Cloud MLOps Average Salary by Experience
4.7/5 Google Rating | 1,432+ Verified Reviews
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Success Result: Our students are competing at global levels. Watch their placement journey here.
Data Engineering @ Accenture - 12 LPA
Junior Accountant @ Fortis - 8 LPA
SQL Developer @ Wipro - 10 LPA
Salesforce Administrator @ Deloitte - 15 LPA
RPA Developer @ IBM - 20 LPA
Tableau Developer @ Genpact - 20 LPA
Talent Acquisition Executive @ Tech Mahindra - 12 LPA
Angular Developer @ Capgemini - 15 LPA
Data Analyst @ Amazon - 25 LPA
Java Developer @ Oracle - 25 LPA
CATIA Design Engineer @ TATA Motors - 20 LPA
AWS Solutions Architect @ Accenture - 25 LPA
Python Developer @ Mphasis - 15 LPA
QA Engineer @ HCLTech - 15 LPA
Cloud DevOps Engineer @ LTIMindtree - 18 LPA
Digital Marketer @ Google - 20 LPA
BTM Layout @ Inventateq - -
Genuine Reviews @ Inventateq - 25 LPA - 50LPA
Data Engineering @ Accenture - 12 LPA
Junior Accountant @ Fortis - 8 LPA
SQL Developer @ Wipro - 10 LPA
Salesforce Administrator @ Deloitte - 15 LPA
RPA Developer @ IBM - 20 LPA
Tableau Developer @ Genpact - 20 LPA
Talent Acquisition Executive @ Tech Mahindra - 12 LPA
Angular Developer @ Capgemini - 15 LPA
Data Analyst @ Amazon - 25 LPA
Java Developer @ Oracle - 25 LPA
CATIA Design Engineer @ TATA Motors - 20 LPA
AWS Solutions Architect @ Accenture - 25 LPA
Python Developer @ Mphasis - 15 LPA
QA Engineer @ HCLTech - 15 LPA
Cloud DevOps Engineer @ LTIMindtree - 18 LPA
Digital Marketer @ Google - 20 LPA
BTM Layout @ Inventateq - -
Genuine Reviews @ Inventateq - 25 LPA - 50LPA
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4.7/5 · 1,432+ Verified Reviews
Inventateq has built a strong training model around practical, job-focused IT learning, and this AI Cloud MLOps Course follows that same discipline. Learners get structured teaching, guided practice, and a clear path from concepts to project work, which matters when the subject spans Python, cloud, deployment, and monitoring. The online format keeps the learning accessible without weakening the hands-on standard.
We stand apart through our commitment to:
Online training runs live, with screen-sharing, code walkthroughs, and project demonstrations that mirror the classroom pace. Learners can join from anywhere, follow the same labs in Python, MLflow, FastAPI, and cloud tools, and ask questions during the session instead of waiting for recorded content.
Learners starting from Python and basic ML fundamentals can use the foundation support before core MLOps topics.
Developers, analysts, and testers who want to move into cloud ML, deployment, or automation roles.
People shifting from support, data, or IT operations into a production AI track.
Anyone with steady logic, basic Python interest, and the discipline to practice hands-on can fit here.
Learners returning after a break can rebuild skills through structured modules and projects.
Students who want to understand how ML models move from notebook to cloud deployment.
Duration: 2 months of structured training.
Training split: 30% concepts and 70% practical work.
Level: Beginner to intermediate.
Format: Live online training with certification.
4.7 Star Rating from 1,432+ Google Reviews
Vibhu Rajesh
3.3 LPA • Soft India
“The learning experience at Inventateq is unparalleled. The trainers are not just knowledgeable but also passionate about teaching. They make complex topics easy to understand. I am extremely satisfied with the quality of education I received here.”
Lakshmi Iyer
30 LPA • Google India
“Inventateq is a beacon of hope for aspiring professionals. Their practical approach to learning and emphasis on skill development make them stand out. The mentors provide individualized attention, nurturing each student's strengths. I owe my success to their guidance.”
Mohammed Basha
14.8 LPA • Lenovo
“I cannot speak highly enough of Inventateq. Their commitment to student success is evident in every aspect of their training program. The hands-on projects and real-world simulations prepare students for the challenges of the industry. Truly a transformative experience!”
Meera Nair
10 LPA • Tech Mahindra
“Inventateq is the epitome of excellence in industry-aligned training. The personalized attention from mentors sets them apart. The placement support provided by them is top-notch. I'm grateful for their unwavering support throughout my journey.”
Shaik Shaheed
6.5 LPA • Aptus Data Labs
“Inventateq gave me practical training and interview prep that helped me land my dream role. Mentors were always available to clear doubts and guide me through every step of the placement process.”
Nikita Jain
15 LPA • Accenture
“The placement support team connected me with top brands. Resume sessions and mock interviews made a huge difference in my confidence during campus drives and off-campus interviews.”
Manikanta Saladi
40 LPA • AWS
“Industry-focused curriculum and real-time projects prepared me for cloud roles. I highly recommend Inventateq to every aspiring developer looking for serious career growth.”
Priya Sharma
18 LPA • Microsoft
“Personalised courses and dedicated mentors helped me switch careers successfully. The learning environment is supportive, professional, and focused on real outcomes.”
Sandhya Bm
— • Inventateq
“I had a very good learning experience with Inventateq. The SAP FICO training was well-structured and covered both theoretical concepts and practical scenarios. The trainers were knowledgeable, supportive, and always ready to clarify doubts. The hands-on exercises and real-time examples helped me understand SAP FICO processes better. The course has improved my confidence in working with SAP and preparing for SAP-related job opportunities. I would recommend Inventateq to anyone looking to build their career in SAP FICO.”
Gokul A
— • Inventateq
“I enrolled in the Salesforce Admin course at Inventateq. The institute provides quality technical training with experienced trainers and useful learning materials. The sessions are practical-oriented, and trainers clarify doubts clearly, which helped me understand the concepts better. Overall, I am satisfied with the course and the learning environment. One area where the institute can improve is by including more soft skills training, communication development, and interview preparation sessions. Adding these would help students become more confident and industry-ready for placements and real-world opportunities.”
Shaik Misrath
— • Inventateq
“I had an excellent learning experience with Inventateq Training Institute. The support and teaching quality were outstanding. Nikitha was extremely helpful in managing demos, classes, and addressing all queries in a timely and professional manner. Bharannidharan Sir provided in-depth knowledge of Cloud Security with clear explanations and real-world insights. His guidance and support made learning both effective and enjoyable. I highly recommend Inventateq to anyone looking to build a strong career in cloud and cybersecurity.”
Maheswaran M
— • Inventateq
“It’s a great place to learn big data Hadoop and trainer is more supportive once after completing the course but our efforts are also more important to get the job and train better. Thank you inventateq for your support and guidance.”
Manaswini Kolupula
— • Inventateq
“Inventateq Institute Bangalore offers quality technical training with experienced trainers and helpful learning materials. The classes are practical-oriented and doubts are clarified properly. Overall, I am satisfied with the course training. However, adding soft skills, communication skills, and interview preparation sessions would greatly enhance the overall learning experience and make students more industry-ready.”
MUKTHA C V
— • Inventateq
“I completed the Data Science course at Inventateq Institute. The training covered Python, Statistics, and Machine Learning libraries like NumPy, Pandas, and Scikit-learn with practical examples. Overall, it was a good learning experience and I sincerely thank the trainers for their support and guidance.”
srikruthi n
— • Inventateq
“Excellent way of teaching with examples. Easy to understand. Crisp and clear. Highly knowledgeable and experienced sir. Practiced calculations alot. Highly recommend payroll online class . Teched very patiently. Thank you so much for everything sir.”
Thejaswini Asundi
— • Inventateq
“I completed the Data Science course at Inventateq. The training was practical and easy to understand. Trainer was supportive, and the course helped me improve my skills. Good place to learn Data Science.”
Heemanshu Mahadeva
— • Inventateq
“I enrolled for Salesforce Admin course here. From the day one support was genuine and honest.They listen to your concern and fedback regarding the course. My sincere thanks to Nikitha and Tutor Jai Yadav.”
Bindhiya gowda
— • Inventateq
“I completed a Data Science course at Inventateq, and it was an incredibly valuable experience. The training was comprehensive, covering essential topics like Python, Machine Learning algorithms, Data Visualization, and real-world project implementation. The instructors were knowledgeable and always ready to clarify doubts with practical examples. The hands-on approach, combined with real-time case studies and assignments, helped me strengthen my understanding and build confidence in applying concepts to real data. It gave me a great boost as I transitioned into applying for data science roles. I highly recommend Inventateq to anyone looking to begin or transition into the field of Data Science.”
sanhita dawn
— • Inventateq
“I joined Inventateq for the Digital Marketing course, and it was a very good experience. Arif sir was extremely helpful and supportive. He explained everything clearly and with great care. His teaching style made the concepts easy to understand. Overall, I’m very satisfied with the training and truly appreciate his guidance.”
uma bn
— • Inventateq
“I joined the HR course, and the teaching is good. It has helped me a lot, and the coordinators are very supportive.”
Dhanush D
— • Inventateq
“I completed my Salesforce Admin and developer course at Inventateq training institute, Btm Layout. The trainer was very friendly and teaching very clearly and understand the topics and most of the topics has explained with real time examples and individual guidance makes learning very easy and effective, also trainer was very clearly guide me about interview preparations. I had an amazing experience and also give the good placement support. Thank u Inventateq”
Asim Ali
— • Inventateq
“I have done AWS DevOps course in inventateq institute located in btm layout bangalore, the trainer’s deep expertise and practical exercises made complex topics easy to grasp. I now working in a IT Company as a Cloud Engineer with a good salary.”
Ganesh K S
— • Inventateq
“Inventateq provides the Aspirant an In depth knowledge of SAP MM and makes them proficient in using the software. Course training will make learner expertise in the software and provides the chances of grabbing good job opportunities in this domain.”
aditya singh
— • Inventateq
“I had a great learning experience at this institute. The faculty was knowledgeable and supportive, and the curriculum was well-structured, covering all the important concepts in depth. A good place to learn skills like Data Science and other tech courses.”
Vibhu Rajesh
3.3 LPA • Soft India
“The learning experience at Inventateq is unparalleled. The trainers are not just knowledgeable but also passionate about teaching. They make complex topics easy to understand. I am extremely satisfied with the quality of education I received here.”
Lakshmi Iyer
30 LPA • Google India
“Inventateq is a beacon of hope for aspiring professionals. Their practical approach to learning and emphasis on skill development make them stand out. The mentors provide individualized attention, nurturing each student's strengths. I owe my success to their guidance.”
Mohammed Basha
14.8 LPA • Lenovo
“I cannot speak highly enough of Inventateq. Their commitment to student success is evident in every aspect of their training program. The hands-on projects and real-world simulations prepare students for the challenges of the industry. Truly a transformative experience!”
Meera Nair
10 LPA • Tech Mahindra
“Inventateq is the epitome of excellence in industry-aligned training. The personalized attention from mentors sets them apart. The placement support provided by them is top-notch. I'm grateful for their unwavering support throughout my journey.”
Shaik Shaheed
6.5 LPA • Aptus Data Labs
“Inventateq gave me practical training and interview prep that helped me land my dream role. Mentors were always available to clear doubts and guide me through every step of the placement process.”
Nikita Jain
15 LPA • Accenture
“The placement support team connected me with top brands. Resume sessions and mock interviews made a huge difference in my confidence during campus drives and off-campus interviews.”
Manikanta Saladi
40 LPA • AWS
“Industry-focused curriculum and real-time projects prepared me for cloud roles. I highly recommend Inventateq to every aspiring developer looking for serious career growth.”
Priya Sharma
18 LPA • Microsoft
“Personalised courses and dedicated mentors helped me switch careers successfully. The learning environment is supportive, professional, and focused on real outcomes.”
Sandhya Bm
— • Inventateq
“I had a very good learning experience with Inventateq. The SAP FICO training was well-structured and covered both theoretical concepts and practical scenarios. The trainers were knowledgeable, supportive, and always ready to clarify doubts. The hands-on exercises and real-time examples helped me understand SAP FICO processes better. The course has improved my confidence in working with SAP and preparing for SAP-related job opportunities. I would recommend Inventateq to anyone looking to build their career in SAP FICO.”
Gokul A
— • Inventateq
“I enrolled in the Salesforce Admin course at Inventateq. The institute provides quality technical training with experienced trainers and useful learning materials. The sessions are practical-oriented, and trainers clarify doubts clearly, which helped me understand the concepts better. Overall, I am satisfied with the course and the learning environment. One area where the institute can improve is by including more soft skills training, communication development, and interview preparation sessions. Adding these would help students become more confident and industry-ready for placements and real-world opportunities.”
Shaik Misrath
— • Inventateq
“I had an excellent learning experience with Inventateq Training Institute. The support and teaching quality were outstanding. Nikitha was extremely helpful in managing demos, classes, and addressing all queries in a timely and professional manner. Bharannidharan Sir provided in-depth knowledge of Cloud Security with clear explanations and real-world insights. His guidance and support made learning both effective and enjoyable. I highly recommend Inventateq to anyone looking to build a strong career in cloud and cybersecurity.”
Maheswaran M
— • Inventateq
“It’s a great place to learn big data Hadoop and trainer is more supportive once after completing the course but our efforts are also more important to get the job and train better. Thank you inventateq for your support and guidance.”
Manaswini Kolupula
— • Inventateq
“Inventateq Institute Bangalore offers quality technical training with experienced trainers and helpful learning materials. The classes are practical-oriented and doubts are clarified properly. Overall, I am satisfied with the course training. However, adding soft skills, communication skills, and interview preparation sessions would greatly enhance the overall learning experience and make students more industry-ready.”
MUKTHA C V
— • Inventateq
“I completed the Data Science course at Inventateq Institute. The training covered Python, Statistics, and Machine Learning libraries like NumPy, Pandas, and Scikit-learn with practical examples. Overall, it was a good learning experience and I sincerely thank the trainers for their support and guidance.”
srikruthi n
— • Inventateq
“Excellent way of teaching with examples. Easy to understand. Crisp and clear. Highly knowledgeable and experienced sir. Practiced calculations alot. Highly recommend payroll online class . Teched very patiently. Thank you so much for everything sir.”
Thejaswini Asundi
— • Inventateq
“I completed the Data Science course at Inventateq. The training was practical and easy to understand. Trainer was supportive, and the course helped me improve my skills. Good place to learn Data Science.”
Heemanshu Mahadeva
— • Inventateq
“I enrolled for Salesforce Admin course here. From the day one support was genuine and honest.They listen to your concern and fedback regarding the course. My sincere thanks to Nikitha and Tutor Jai Yadav.”
Bindhiya gowda
— • Inventateq
“I completed a Data Science course at Inventateq, and it was an incredibly valuable experience. The training was comprehensive, covering essential topics like Python, Machine Learning algorithms, Data Visualization, and real-world project implementation. The instructors were knowledgeable and always ready to clarify doubts with practical examples. The hands-on approach, combined with real-time case studies and assignments, helped me strengthen my understanding and build confidence in applying concepts to real data. It gave me a great boost as I transitioned into applying for data science roles. I highly recommend Inventateq to anyone looking to begin or transition into the field of Data Science.”
sanhita dawn
— • Inventateq
“I joined Inventateq for the Digital Marketing course, and it was a very good experience. Arif sir was extremely helpful and supportive. He explained everything clearly and with great care. His teaching style made the concepts easy to understand. Overall, I’m very satisfied with the training and truly appreciate his guidance.”
uma bn
— • Inventateq
“I joined the HR course, and the teaching is good. It has helped me a lot, and the coordinators are very supportive.”
Dhanush D
— • Inventateq
“I completed my Salesforce Admin and developer course at Inventateq training institute, Btm Layout. The trainer was very friendly and teaching very clearly and understand the topics and most of the topics has explained with real time examples and individual guidance makes learning very easy and effective, also trainer was very clearly guide me about interview preparations. I had an amazing experience and also give the good placement support. Thank u Inventateq”
Asim Ali
— • Inventateq
“I have done AWS DevOps course in inventateq institute located in btm layout bangalore, the trainer’s deep expertise and practical exercises made complex topics easy to grasp. I now working in a IT Company as a Cloud Engineer with a good salary.”
Ganesh K S
— • Inventateq
“Inventateq provides the Aspirant an In depth knowledge of SAP MM and makes them proficient in using the software. Course training will make learner expertise in the software and provides the chances of grabbing good job opportunities in this domain.”
aditya singh
— • Inventateq
“I had a great learning experience at this institute. The faculty was knowledgeable and supportive, and the curriculum was well-structured, covering all the important concepts in depth. A good place to learn skills like Data Science and other tech courses.”
Rated 4.9/5 by AI Students
Teams are no longer asking for model-building alone. They want people who can train, package, deploy, monitor, and improve machine learning systems in the cloud. That is why AI Cloud MLOps, Cloud MLOps Classes, and MLOps Training with AI are drawing attention across product, enterprise, and services teams.
By the end of the course, learners can work through the full lifecycle of a machine learning system, from training and versioning to deployment and monitoring. The training also builds interview-ready project experience that can be presented with clarity.
You will learn how to move beyond exploratory code and structure an ML project for deployment. That includes proper Python organization, version control, logging, configuration, and model packaging.
You can log parameters, metrics, artifacts, and runs, then use the registry to manage model versions. This is the kind of practical proof interviewers expect in MLOps and ML engineering screens.
You will be able to build images, manage dependencies, and keep deployment environments consistent. That matters when a trained model has to run the same way on a laptop, server, or cloud host.
You will create endpoints, validation schemas, health routes, and response handling for ML inference. This helps you present a model as a usable service instead of a static file.
You can design a push-to-test-to-build-to-deploy workflow using GitHub Actions and deployment concepts. That skill is central to MLOps roles that expect speed without losing control.
You will understand drift, latency, logging, and performance checks, plus how retraining flows start from new data. This gives you the vocabulary and workflow knowledge needed for production AI and LLMOps discussions.
Yes. The program starts from a beginner to intermediate level and can cover foundation topics before the core MLOps modules. Freshers who are comfortable practicing Python and basic ML concepts can follow it well.
Yes, the course is heavily practical and uses a 70% hands-on format. You will work on deployment, tracking, containerization, CI/CD, cloud, monitoring, and capstone projects that can be shown in interviews.
Yes, support is built around job readiness rather than just certificate completion. It includes resume help, project presentation support, mock interviews, and role-focused preparation for MLOps and cloud ML positions.
They can, if they are willing to start with the foundation modules and put in regular practice. A basic comfort with Python, logic, and technical learning helps, but the course is structured to guide learners step by step.
Yes, the course is delivered live online with instructor-led sessions. Learners can follow code, ask questions, and work through the labs in real time instead of relying only on recorded videos.
The course duration is 2 months. The structure is designed to move through the full workflow efficiently, from core MLOps concepts to projects and capstone work.
Salary depends on role, experience, project depth, and interview performance. Entry-level roles can start around the lower MLOps band, while learners with stronger deployment and cloud project evidence can target higher packages as they gain experience.
Launch your fastest career with Inventateq! Our program equips you with in-demand skills to unlock insights from big data and land your dream job. Join us and become a career hero!