Executive PG Certificate Program in Machine Learning Operations (MLOps) By IIT Roorkee
Learn to design a machine learning system end-to-end. Build expertise in training, deploying, scaling and monitoring the performance of your machine learning model in production.
Machine Learning Operations (MLOps) refers to the tools, techniques and practical experiences required to train your machine learning models and deploy and monitor them in production. After we have trained our machine learning model, the next big task is to deploy the model to production and scale it so that more users can use it. In this course, you will learn how to use various tools and methodologies to do all this effectively.
While knowing machine learning and deep learning concepts is essential, but for building a successful career in Artificial Intelligence, you need to have good experience with production engineering capabilities. This course deep-dives into machine learning and deep learning algorithms along with building expertise in DevOps technologies.
By the end of this program, you will be ready to
Design a machine learning system end-to-end starting from project scoping, data needs, modeling and deployment
Build pipelines for optimizing the model training process
Apply various machine learning and deep learning algorithms to solve your business problems
Use Spark MLlib for distributed model training
Deploy your machine learning models to production using CI/CD pipelines
Monitor and visualize the performance of your system
Gain practical knowledge in TensorFlow, Keras, Linux, Git, Python, Docker, Kubernetes, Ansible, Terraform, Graffana, Prometheus and Jenkins
Program Highlights
Executive PG Certificate from IIT Roorkee
Certificate of Completion by IIT Roorkee
1 Week Immersion Program
A On-Campus immersion Program at IIT-Roorkee
Placement Eligibility Test
Proctored Exams with opportunity to get Placed
18+ Hands-On Project
Work on real world projects to get an hands-on experience
IIT Roorkee is ranked first among all the IITs AND 20th position globally in citations per faculty. Established in 1847, it's one of the oldest technical institutions in Asia. IIT Roorkee fosters a very strong entrepreneurial culture. Some of their alumni are highly successful as entrepreneurs in the new age digital economy.
Why CloudxLab?
CloudxLab is a team of developers, engineers, and educators passionate about building innovative products to make learning fun, engaging, and for life. We are a highly motivated team who build fresh and lasting learning experiences for our users. Powered by our innovation processes, we provide a gamified environment where learning is fun and constructive. From creative design to intuitive apps we create a seamless learning experience for our users. We upskill engineers in deep tech - make them employable & future-ready.
#1st
Among the IITs in the ‘Citations per Faculty’ parameter
*QS World Rankings
#5
Ranked Engineering College
*India Today 2020
#6
Ranked for IITs
*NIRF 2020
#12
Ranked Best Global Universities in India
*QS World Rankings
Programming Languages and Tools
Hands-on Learning
Gamified Learning Platform
Making learning fun and sustainable
Auto-assessment Tests
Learn by writing code and executing it on lab
No Installation Required
Lab comes pre-installed softwares and accessible everywhere
Step 1. Submit the application form and SOP(Statement of Purpose)
Register by filling the application form. Admission Test in the next step will be immediately after filling the form.
Step 2. Admission Test
Online admission test of 60 minutes containing 20 multiple choice questions to assess your quantitative aptitude and programming skills.
Step 3. Personal Interview
Online personal interview for 45 minutes with a course mentor. The interviewer will ask questions based on your Statement of Purpose, work experience(if any) and your motivation and aspirations to join the course.
Step 4. Join The Program
If selected, the admission office will send the letter of acceptance. Submit the admission fees in due time to confirm the seat
Note: Admission test should be taken immediately after submitting the application using the link displayed post application submission.
Eligibility Criteria
Anybody in their final year of undergraduate degree or has completed their undergraduation is eligible to apply for the course
Must have studied Mathematics in 12th standard
Scholarships
10% Scholarships are available for students, women from STEM background and unemployed
5% Scholarship available for IIT Alumni and CloudxLab Alumni.
PS: Details to avail the scholarship will be sent post application-submission and only one scholarship applicable per learner
Certification Guideline
You will be required to have at least 60% attendance in live sessions, complete at least 75% of the course, 1 Capstone Project and 7 Guided projects - Analyse emails from Python, 3 mandatory projects from Machine Learning and any 3 mandatory projects from DevOps. All the above requirements need to be met within the deadline of the course (12 Months) to be eligible for the certificate from IIT Roorkee.
Yes! Please feel free to ask your questions on CloudxLab forum and our community and team of experts will answer your questions. We believe forum will add better perspectives, ideas, and solutions to your questions.
Yes, we do offer placement assistance that includes career guidance, resume building tips and mock interviews. Each participant will receive staunch support from the industry mentors, who also direct you through various placement opportunities within the industry. Above all, we are partnered with leading MNC’s that offer placement opportunities to our participants.
We understand that you might need course material for a longer duration to make most out of your subscription. You will get lifetime access to the course material so that you can refer to the course material anytime.
We provide a 100% fee refund if the request is raised within the first 2 instructor-led sessions. Please contact us at reachus@cloudxlab.com to request a refund within the stipulated time. Thereafter, no refund is provided.
Teaching assistants will be helping you during the weekdays to ensure a seamless learning experience. You will be able to have a session at your and the teaching assistants convenience and get your queries cleared over WhatsApp, email or call. The learners will be part of a WhatsApp group with the course faculty so that all the queries the learners may have are answered 24/7.
The Interviewer during the personal interview will be asking you questions regarding the Statement of Purpose (SOP) you have filled out in your application form, your motivation for joining this course and what you find most interesting in this field.
No, there are no additional charges for admission. But, if you are choosing to pay by EMI, there will be a fixed admission charge that is to be paid. This amount will be subtracted from the total course fees.
