MLOps Training Course & Certification by Industry Expert Trainer

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Description

DevOpsSchool helps you to complete this MLOps course which is led by industry expert trainers to provide you best online training & certification.

MLOps is a set of practices for collaboration and communication between data scientists and operation professionals that aims to deploy and maintain machine learning models in production reliably and efficiently.

This course covers various aspects of software development, continuous delivery, automation, AI, MLOps engineers, configuration management, continuous integration, Big data, ML pipeline, Machine learning, Deep Learning models, continuous testing, etc.

Key Highlights

SUB Menu

Upcoming Batches

1st week of every month

Eligibility

Software testers
System administrators
Application developers
DataOps engineers
Software engineers
Data engineers
Data scientists
DevOps Practitioners
Operations professionals
Integration specialists
Data Mining Specialist
ML engineers
Data and Analytics manager
Model Risk Managers/Auditors
Aspirants looking to work as MLOps professional can apply for this course.

Who is this program for

This program is for Data Mining Specialist, Data scientists, Data engineers, software engineers, DevOps Practitioners, and related professionals.

Eligibility for this program

Basics of DevOps & Machine learning will help.

Skills Covered

Creating and managing ML pipelines
Scaling
Cloud computing
Deploying models
Monitor, optimize and maintain models
Identify and use core technologies required to support effective MLOps.
CI/CD practices in the context of ML systems
Configuration
Implementation
Data augmentation
General Data Protection Regulation (GDPR)
ML Metadata
Data Pipelines
Model Pipelines
Deploy Pipelines
Model Baseline
Human-level Performance (HLP)
TensorFlow Extended (TFX)
Data validation

Tools Covered

Kubeflow
MLFlow
Data Version Control (DVC)
Pachyderm
Metaflow
Kedro
Seldon Core
Flyte
ZenML
MLRun
AWS
Amazon SageMaker
Domino Data Lab
Valohai
Iguazio
H2O MLOps
Neptune.ai
Cloudera Data Platform

Curriculum & Course Details

Introduction to ML workflow and the need for Pipelines
Introduction to Tensorflow Extended (TFX)
Data Ingestion using TFX
Data Validation using TFDV
Data PreProcessing using TFT
Model Training using TFX
Model Analysis and Evaluation using TFX
Model Deployment using Tensorflow Serving
The orchestration pipelines – Apache Beam, Apache Airflow and Kubeflow

Certification

Certification always plays vital role as it leads you towards a dedicated knowledge and skillsets.
It provides you the ability to stand out of others.
It gives you an edge during an interview by impressing the interviewer through your certification.
DevOpsSchool helps you getting this certificate by making you worth to have it.
DevOpsSchool gives you a completion certificate after successfully completion your training. it will be as a proof of your ability of knowledge and skills.
The training will be given by industry recognized expert trainers who will make you an expert professional to hold this certificate.

Reviews

By having an excellent journey with 8000+ participants from different countries we have got excellent reviews that helps us stand out of other institutes and being proud. We proudly can say we have helped so many individuals and working professionals to build their career. Here are some of the reviews that we have got from our participants who are happy by being a part of DevOpsSchool.

Videos

DevOpsSchool's Student Review, Feedback & Testimony

Why Choose DevOpsSchool | Reviews | Testimonials | Learner's Feedback

DevOpsSchool's Student Review, Feedback & Testimony

Projects

During this training you will get a real-time based project to work on, which will help you to implement your learnings and also it will boost your knowledge and skills. With important tools and platforms you will have real-world experience where we help you to visualize a real development environment, testing environment and production environments.

FAQs

1. Will I get technical support after completion of training?

Yes, Its free of cost for life time. We will give you can access of our Google drive where you can drop you query and our trainers will respond you back.

2. Why should I learn DataOps course online instead of offline?

First this is the best option to keep you and your instructor safe in this dangerous pendamic. As well as the environment and benefits what you will get in offline classes same we will provide you in online classes. We will make your experience much better and comfortable than offline classes. That’s why we provide live and instructor-led online classes where you can interact your instructor to clear your doubts.

3. How long will it take to complete the course?

It will take approx 35 Hrs to fully complete the course.

4. Will I get any placements after the training?

Well we don’t provide any placements as of now but we can provide you a interview kit to help you out.

5. What are the pre-requisies to learn DataOps?

Basics of DevOps & Machine learning will help.

6. Can a non technical person learn MLOps?

Yes, but it will be very hard to learn because here the technical words and platforms will be used that he will be not aware of so in my recommendation you shouldn’t try but if still if you want to then yoou should be very concentrated and honest with you as you have to work hard.

7. Do you have online classes or offline classes?

As of now online classes but he it is a group of people requirement then we can have discussion about offline classes.

8. Will I get the job after completing this course?

Yes, you will be fully capable to perform any task given to you by your domain senior or manager. As you will be certified engineer who will have all the required skills and knowledge to perform any task.

9. Which kind of certification will DevOpsSchool provide?

It’s a completion certificate. It will show that you have successfully completed the training and have the right skills and knowledge to perform the task assigned by your company.

10. How to start a MLOps career?

You can go for self learning materials like Pdf, Slides, youtube videos but there are one more option that is our DataOps program. It’s our MLOps certifed program that will teach you from basic to make you able to understand and perform a MLOps engineer tasks.

11. Who will be my trainer?

As we have so many trainers its not possible to tell you quickly, as we have to go through their availability. But we can assure you you will get a best trainer as we have a group of best trainers who are very experienced and skillful trainers. They have 15+ iT working experience.

12. Can I get a demo session?

No we don’t provide any demo class but instead of that we can provide you a class recordings so you can decide.

13. Do we have classroom training?

Yes, Classroom training is available in Bangalore, Hyderabad, Chennai and Delhi location. Apart from these cities classroom session can be possible if the number of participants are 6 plus in that specific city.

14. How will I execute the Practicals?

All the Demo/Hands-on are to be executed by our trainers on DevOpsSchool’s AWS cloud. We will provide you the step-wise guide to set up the LAB which will be used for doing the hands-on exercises, assignments, etc. Participants can practice by setting up the instances in AWS FREE tier account or they can use Virtual Machines (VMs) for practicals.

15. What if I miss any class?

In case if you miss the class then there are two ways to get to know what topics has been covered, i.e 1st- We will share the class recordings, notes etc to you and 2nd – you can attend any other session under 3 months of time period.