Name: Machine Learning Operations (MLOps) Certification Training
Brand: Encertify
SKU: 108
Price: 329 USD
Availability: InStock
Rating: 4.3 (2200 reviews)

Machine Learning Operations (MLOps) Certification Training in Kolkata

Master MLOps in Kolkata – Live Virtual Class (LVC) with Industry-Recognized Certification

Master essential MLOps skills while attending from Kolkata, including CI/CD pipelines, model versioning, and real-time ML monitoring.
Top rated course for aspiring ML engineers, data scientists, and AI professionals from Kolkata.
Gain hands-on experience through real-world projects simulating production-ready ML environments.
Learn from expert instructors in interactive live sessions, delivered directly to learners from Kolkata.
Get in-demand skills to deploy, scale, and manage ML models efficiently in real-world scenarios.
Earn an industry-recognized certification to validate your expertise and enhance career opportunities from Kolkata.
Affordable pricing ensures accessible, practical learning for professionals from Kolkata.

Take the next step in your AI/ML career – enroll in our Live Virtual Class from Kolkata today!

MLOps Certification Training Options in Kolkata

Live-Virtual Class

Attend from the Comfort of Your Home: Join our instructor-led live virtual classes delivered entirely online — no travel required.
30 Hours of Expert-Led Training: Gain deep knowledge through interactive sessions conducted by industry professionals on a live virtual platform.
Flexible Scheduling Options: Pick a schedule that suits you — 10 sessions of 3 hours each or 15 sessions of 2 hours each.
Comprehensive MLOps Curriculum: Cover the entire MLOps lifecycle, tools like MLflow, SageMaker, best practices for CI/CD, cloud platforms (AWS, Azure, GCP), and cross-team collaboration.
DevOps Meets Machine Learning: Learn how to apply DevOps principles to ML, enabling smooth deployment, scaling, and maintenance of models in production.
Hands-On Real-World Case Studies: Gain practical experience by deploying ML models in real-life scenarios.
Lifetime Access to Learning Resources: Get unrestricted access to our LMS, including class recordings, presentations, and course materials.
Certification on Project Completion: Earn an industry-recognized MLOps certification upon successful completion of the capstone project.
24x7 Lifetime Support: Access our dedicated support system anytime, even after completing the course.

Date : Nov 29 - Dec 28 (Weekend)

Time : 08:30 PM to 11:30 PM (IST)

View Dates | View Timings

USD ~~399~~ 329

Nov 29Sat Nov 30Sun Dec 06Sat Dec 07Sun Dec 13Sat Dec 14Sun Dec 20Sat Dec 21Sun Dec 27Sat Dec 28Sun

Class Timings :

Class Date (UTC):	Saturday, 29th November 2025 - Sunday, 28th December 2025 03:00 PM - 06:00 PM (UTC)
Class Date (Local time):	Saturday, 29th November 2025 - Sunday, 28th December 2025 08:30 PM - 11:30 PM (IST)
Time zone:	(UTC 05:30) India Standard Time

Machine Learning Operations (MLOps) Course Overview

Master MLOps with Our Live Virtual Class (LVC) — Perfect for Beginners and Professionals from Kolkata

Begin your journey in Machine Learning Operations (MLOps) with our highly regarded instructor-led Live Virtual Class (LVC) in Kolkata. This hands-on program is designed to help you acquire the practical skills needed to deploy, scale, and manage machine learning models in production environments.

Through real-world projects, you’ll learn to integrate DevOps practices into ML workflows, automate ML pipelines, deploy models on cloud platforms like AWS, Azure, and GCP, and monitor performance to ensure reliability. The course also teaches CI/CD best practices, building production-ready ML models, and fostering effective collaboration across ML, DevOps, and cloud teams.

Guided by expert instructors, you’ll gain job-ready, in-demand skills in AI, Data Science, and DevOps. By the end of the training, you will have a strong portfolio of practical projects and the confidence to handle real-world MLOps challenges in Kolkata.

What You’ll Learn

Master the full MLOps lifecycle, including CI/CD pipelines, model versioning, and real-time monitoring.
Gain hands-on experience with tools like MLflow, SageMaker, and other industry-standard ML platforms.
Apply DevOps principles to machine learning for seamless deployment, scaling, and maintenance.
Build practical expertise through real-world projects and production-ready ML systems.
Learn best practices for cross-team collaboration in ML, DevOps, and cloud environments.

Who Should Attend

Aspiring ML engineers, data scientists, and AI professionals seeking in-demand skills in Kolkata.
Developers and DevOps professionals aiming to bring ML into production pipelines.
Anyone looking for hands-on experience with real-world MLOps workflows and industry-recognized certifications.

Why Choose Our Course

Top-rated program focused on practical, job-ready learning.
Learn from expert instructors in fully live, interactive sessions.
Access lifetime learning resources including recordings, presentations, and study materials.
Gain actionable skills highly valued by employers.
Flexible and affordable, ideal for working professionals in Kolkata.

Career & Outcomes

Receive an industry-recognized MLOps certification upon completion.
Strengthen your portfolio with real-world projects.
Acquire highly sought-after AI, Data Science, and DevOps skills to boost employability.
Prepare for roles such as MLOps Engineer, ML Engineer, AI Specialist, and other ML/AI-focused positions.

Are there any in-person classes available in Kolkata?

Currently, we do not offer in-person classes in Kolkata. However, you can join our instructor-led live virtual classes from Kolkata or anywhere in the world. These sessions are highly interactive and designed to closely replicate the in-person classroom experience—all from the comfort of your home or office.

Accelerate your AI and ML career with our instructor-led Live Virtual Class for learners from Kolkata. Gain hands-on experience deploying, monitoring, and managing machine learning models in production, complete real-world projects, and master MLOps workflows with confidence.

Enroll now in our Live Virtual Class for learners from Kolkata and build job-ready MLOps skills. Complete practical projects, earn an industry-recognized certification, and prepare for high-impact roles like MLOps Engineer, ML Engineer, or AI Specialist.

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The Machine Learning Operations (MLOps) Certification course is a Live Virtual Class (LVC) program designed to help professionals master essential skills required for managing machine learning models in production environments. You’ll learn how to combine DevOps and Machine Learning to automate pipelines, deploy scalable models, and implement continuous monitoring.

Enroll today to gain hands-on experience with real-world projects and prepare for an industry-recognized certification that enhances your AI and Data Science career.

The MLOps Live virtual class (LVC) training is offered only through Live Virtual Classes (LVC) — interactive, instructor-led sessions that allow you to learn from anywhere. You’ll get real-time support, live demonstrations, and collaboration opportunities with peers and experts.

Join our Live Virtual Class sessions now to experience flexible, immersive, and result-oriented online training.

To make the most of this Machine Learning Operations (MLOps) certification training, you should have:

Basic knowledge of Python programming
A foundational understanding of Machine Learning concepts
Familiarity with DevOps principles is helpful but not mandatory

Don’t worry if you’re new — this is one of our popular beginner-friendly courses, designed to build your knowledge step-by-step with hands-on examples and guided labs.

Get started today and bridge the gap between ML and operations through expert-led learning.

You’ll master essential skills in:

Continuous Integration/Continuous Deployment (CI/CD) for ML pipelines
Model versioning and performance monitoring
Cloud-based deployment using AWS, Azure, and GCP
Workflow automation, testing, and scaling ML systems
Applying DevOps practices to machine learning

These skills are among the most in-demand MLOps capabilities in today’s data-driven organizations.

Enroll now to gain production-ready expertise through real-world projects.

The Machine Learning Operations (MLOps) certification course is perfect for:

Machine Learning Engineers and Data Scientists
AI Developers, Cloud Engineers, and DevOps professionals
Software Engineers looking to expand into AI infrastructure management
Anyone seeking to earn an industry-recognized certification and get in-demand MLOps skills

Join our Live Virtual Class today and take a career step toward becoming an MLOps expert.

The Machine Learning Operations (MLOps) course introduces you to leading MLOps tools and frameworks such as:

MLflow
Docker
Kubernetes
AWS SageMaker
Azure ML
Flask web development
Git
Google Cloud Platform
Jupyter
Kubeflow
Prometheus
Python
Streamlit
Jenkins
TensorFlow
Visual Studio Code

With hands-on practice, you’ll learn how to design, deploy, and monitor ML models effectively — skills that are highly valued in top-rated organizations.

Start mastering these tools today through our instructor-led sessions.

Yes! The Machine Learning Operations (MLOps) certification training is one of our most popular beginner-friendly courses. You’ll begin with foundational concepts and gradually advance to practical implementation under expert guidance.

Enroll now to build a strong foundation and progress to advanced, real-world MLOps applications.

This Machine Learning Operations (MLOps) certification course helps you gain end-to-end practical expertise in managing machine learning models in production. You’ll learn to automate model deployment, monitoring, and lifecycle management using real-world tools and workflows. The program ensures you not only understand the theory but also gain hands-on experience in operationalizing ML solutions efficiently.

Key benefits include:

Mastering real-world MLOps workflows using industry-standard tools
Learning best practices for continuous integration, delivery, and deployment (CI/CD) in ML
Building scalable, cloud-ready ML pipelines
Gaining exposure to frameworks like MLflow, Docker, Kubernetes, and RAG-based systems
Applying your learning through real-world projects and case studies

Start your MLOps journey today — enroll now and gain in-demand skills that make you stand out in the AI and Data Science industry.

In this MLOps Certification LVC Training, all practical exercises are executed using industry-standard MLOps tools and frameworks. Step-by-step installation guides and instructions for each tool are available on our Learning Management System (LMS). You’ll get hands-on experience with tools like MLflow, Docker, Kubernetes, and cloud platforms to build production-ready ML workflows. If you face any challenges, our 24x7 learner support team is always available to help.

Enroll now to gain real-world MLOps skills and master the tools that top organizations use in production environments.

Upon successful completion of the capstone project, you’ll earn an MLOps Certification that validates your ability to design, deploy, and maintain machine learning models in production. This industry-recognized certification helps you stand out to recruiters and hiring managers globally.

Get certified and demonstrate your expertise in one of the most in-demand AI disciplines.

You’ll work on real-world projects that involve automating ML workflows, integrating CI/CD pipelines, and deploying ML models on cloud platforms like AWS, Azure, and GCP. These projects simulate actual industry challenges and strengthen your job-readiness.

Get hands-on with real-world projects today — enroll in the program and start building a project portfolio that impresses employers.

Completing the Machine Learning Operations (MLOps) Training prepares you for roles such as:

MLOps Engineer
Machine Learning Engineer
AI Specialist
DevOps Engineer – ML Focus

You’ll gain in-demand, production-level skills that open new opportunities in the AI and cloud ecosystem.

Take charge of your AI career today — join our LVC program and become an MLOps professional.

You can easily register online for the Live Virtual Class (LVC) program. Choose a convenient schedule, make your payment securely, and access all your course resources immediately.

Enroll now to start mastering MLOps with expert instructors, real-world projects, and an industry-recognized certification!

The Machine Learning Operations (MLOps) course typically spans 30 hours of instructor-led training. Sessions are scheduled to accommodate working professionals, with options for weekday and weekend batches.

Choose a batch that fits your schedule and enroll now.

Yes, all registered learners receive lifetime access to course recordings, materials, and resources through our Learning Management System (LMS) on the first day of the program.

Enroll today to gain lifetime access to valuable learning resources.

Machine Learning Operations (MLOps) Certification Course Topics

Introduction to MLOps
MLOps vs. DevOps
SDLC Basics
Waterfall vs AGILE vs DevOps vs MLOps
MLOps Phases
Versioning
Testing
Automation
Reproducibility
Deployment
Monitoring
MLOPs Architecture
ML Pipeline
MLOps Tools
MLOPs Case Study

Git Essentials
Configuring Git
Branching
Git Workflow
Repo
Git Commands
GitHub Action

Model Packaging
Experimentation
Model Fitting
Challenges in Working inside the Jupyter Notebook
Create Config Module
Data Handling Module
Data Preprocessing
Pipelines
Training and Prediction
Requirements.txt file
Testing Virtual Environments
Pytest
Model Packaging and Testing

API Essentials
Streamlit Fundamentals
Working with Flask
REST API
FAST API
Building ML Model with Streamlit
Creating ML Model with Flask
ML Model Deployment with FAST API

Introduction to CI/CD
CI/CD Challenges
CI/CD Implementation in ML
Popular DevOps Tools
AWS CodeCommit
AWS CodePipeline
AWS CodeBuild
AWS CodeDeploy
Azure Boards
Azure Repos
Azure Pipeline
Azure Test Plans
Azure Artifacts

What is Model Management?
Activities in Model Management
Data Versioning
Code Versioning
Experiment Tracking
Model Cataloging
Model Monitoring
Overview of Model Management tools
Working with MLFlow

Containerization
Docker
Docker Architecture
Docker for Machine Learning
Docker Desktop Installation
Working with Docker
Running Docker Container
Dockerfile
Pushing Docker Image to DockerHub
Dockerize the ML Model
Container Orchestration
Kubernetes Core Concepts
Pod
Deployment
Replica
Service
Volumes (PVC)
Monitoring
Liveness and Readiness Probes
Labels and Selectors

Model Monitoring Importance
Tools for Model Monitoring
Understanding ML Model Monitoring
Challenges in Monitoring ML Models
Exploring Model Drift Phenomenon
Operational Level Monitoring Insights
Introduction to Prometheus Monitoring System
WhyLabs Setup Process
Exploring WhyLogs Features: Drift Detection, Input/Output Monitoring, Bias Detection
WhyLogs Usage: Constraints and Drift Reports

Kubeflow Introduction
Features
Kubeflow Fairing
Kubeflow Pipelines
Working with Kubeflow

Getting Started with Amazon Sagemaker
Amazon SageMaker Notebooks Overview
Configuration of Notebook Instance
Creating, Training, and Deploying ML Models with Sagemaker
Setting up Endpoints and Endpoint Configurations
Executing Inference from Deployed Models
Exploring SageMaker Studio & Domain Features
Introduction to SageMaker Projects
Understanding Repositories in SageMaker
Utilizing Pipelines and Graphs in SageMaker
Conducting Experiments with SageMaker
Managing Model Groups in SageMaker
Configuring Endpoints in SageMaker
Introduction to Azure Machine Learning Studio
Exploring Azure MLOps
Understanding Azure ML Components
Integration of Azure MLOps with DevOps
Setting up Fully Automated End-to-End CI/CD ML Pipelines

Ensuring Model Integrity
Counteracting Adversarial Attacks
Guarding Against Data Poisoning
Preventing Distributed Denial of Service (DDOS)
Safeguarding Data Privacy
Strategies for Mitigating Model Attack Risks
Implementing A/B Testing Methodologies
Outlook on the Future of MLOps

Machine Learning Operations (MLOps) Certification & Exam

After successfully completing the Machine Learning Operations (MLOps) Certification LVC Training, you will receive an industry-recognized course completion certificate that validates your hands-on projects, practical skills, and MLOps knowledge. This certification is highly valued by top organizations seeking professionals who can manage production-ready ML workflows.

Enroll today to gain real-world MLOps experience, master in-demand skills, and advance your career in AI, Data Science, and Cloud ML operations.

Why choose our Machine Learning Operations (MLOps) Course in Kolkata?

Most Popular

Preferred by professionals, this Machine Learning Operations (MLOps) Certification is one of our most popular courses. It validates your hands-on projects, practical skills, and MLOps expertise, offering an industry-recognized credential that top organizations value.

Convenient Schedule

We have batches both on weekends and weekdays to accommodate the need of different professionals.

Competitive Pricing

Without compromising on quality, our Machine Learning Operations (MLOps) Certification Training is priced very competitively. You’ll get high-value, hands-on MLOps training at a cost that is more economical than other training providers.

Unmatched Quality

We along with our affiliate partners are dedicated in creating the best quality study materials and student experience across our products. All content complies with quality conformance standards to ensure that our content is the best in class and free of any errors.

Course Design

Based on years of experience in delivering effective professional training, our courses are designed not only to prepare you as a MLOps Engineer/ Lead/Devops & ML Engineer/Associate Architect - MLOps, but also to empower you with best practices.

Trainers

All our trainers are highly qualified and certified in various industry frameworks. They have years of professional experience in their respective fields with a minimum of 10 years’ experience in training and consulting.

Lifetime Access

You get lifetime access to the Learning Management System (LMS). Class recordings and presentations can be viewed online from the LMS.

Customer Satisfaction

We’re here 24/7 to ensure you’re heard and supported—no matter what questions or doubts you may have. Our team is committed to delivering exceptional customer service to every individual and organization we serve.

Machine Learning Operations (MLOps) Training Frequently Asked Questions

The MLOps Training is a comprehensive Live Virtual Class (LVC) program designed to help learners master essential skills for deploying, managing, and scaling machine learning models in production environments. The course covers the entire ML lifecycle — from data preparation and model development to deployment, monitoring, and retraining — following best DevOps and automation practices.

Through this hands-on, cloud-ready training, you’ll gain practical experience with popular MLOps tools and frameworks such as LangChain, CrewAI, AutoGen, and Retrieval-Augmented Generation (RAG), alongside MLflow, Docker, Kubernetes, and leading cloud platforms like AWS, Azure, and GCP. You’ll also work on real-world projects that teach you how to build scalable, automated ML workflows that bridge data science and operations.

Key Features:

100% instructor-led online training through the LVC format
Cloud-ready, practical, and hands-on learning experience
Real-world projects focused on deploying and managing ML models at scale
Training on industry-standard MLOps tools and cloud platforms
Emphasis on automating the ML lifecycle using proven DevOps principles
Lifetime access to course materials and 24x7 learner support

Build the future of AI-driven automation — enroll now to gain production-ready MLOps skills through one of our top-rated, industry-recognized courses.

By enrolling in the MLOps certification course, you’ll master essential skills required to manage the entire machine learning operations lifecycle. The course focuses on equipping you with practical, job-ready expertise that helps you streamline model development, deployment, and maintenance using modern MLOps practices.

You’ll gain experience in:

Version Control for managing code and model iterations
Model Packaging and reproducibility for consistent deployment
Model Management and governance across environments
Model Deployment on scalable infrastructure
Monitoring and Debugging deployed ML models in production
Implementing MLOps on Cloud platforms like AWS, Azure, and GCP

These skills will empower you to automate ML workflows, ensure production stability, and advance your career in the AI, Cloud, and Data Science domains.

Enroll today to gain in-demand, production-ready MLOps skills through our top-rated instructor-led virtual class.

Enrolling in this MLOps certification program equips you with the specialized skills that today’s data-driven organizations demand. It bridges the gap between data science and DevOps, enabling you to confidently deploy and manage ML models in live environments. Whether you’re an aspiring ML engineer, data scientist, or DevOps professional, this course helps you become proficient in building automated, production-grade ML systems.

Here’s why this course stands out:

Designed and delivered by industry experts
Includes hands-on training with the latest MLOps tools and cloud platforms
Real-world projects focused on deployment and automation
Lifetime access to resources and 24/7 learner support
Prepares you for high-impact roles in AI and Data Science

Join today to master high-impact MLOps skills that set you apart in AI and Data Science roles.

The Machine Learning Operations (MLOps) course plays a critical role in the machine learning lifecycle by enabling faster deployment, seamless integration, and reliable management of ML models in production. It ensures automation of workflows, continuous monitoring, version control, and scalable cloud deployment, reducing downtime and making troubleshooting easier. By mastering MLOps, professionals can deliver production-ready ML solutions efficiently and maintain high-performing, scalable machine learning systems.

Join our MLOps Certification LVC Training today to gain hands-on experience with real-world projects and build in-demand skills that top organizations value.

While DevOps focuses on automating and streamlining software development and deployment processes using tools like Jenkins, GitLab CI, and Travis CI, MLOps is specifically designed for the machine learning lifecycle. MLOps helps manage model development, versioning, deployment, monitoring, and retraining using tools such as MLflow, Weights & Biases, Docker, and Kubernetes. Essentially, MLOps extends DevOps principles to ML workflows, ensuring scalable, automated, and production-ready ML systems.

Enroll in our MLOps Certification LVC Training to master essential MLOps skills, work on real-world projects, and gain industry-recognized certification that sets you apart in AI and Data Science roles.

Yes, we do offer additional discounts to group and corporate training customers. Please email us at support@encertify.com to find out more about our group discount offerings.

Use the "Submit your query"section in this page or check "Contact Us" section. Alternatively, please send an email to support@encertify.com to find out more about our course offerings.

If you're unemployed right now, or you're a student taking this course for career growth, we do provide additional discounts for you on selected courses. Please email support@encertify.com to avail this benefit and discount coupon.

Note: These discounts are available on selected courses only.

We do not offer placement or placement assistance services at this time. However, our training is designed to equip you with in-demand skills, hands-on experience, and certification readiness to help you confidently pursue new career opportunities. Many of our learners have successfully transitioned into new roles or advanced in their careers based on the knowledge and certifications gained through our programs

Machine Learning Operations (MLOps) Certification Training in Kolkata