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MLOps Fundamentals Online Training Course In Singapore

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Discover the fundamentals of MLOps with Multisoft Virtual Academy's training course in Singapore. This course equips participants with essential skills to streamline machine learning workflows, ensuring efficient model deployment and management. Ideal for professionals seeking to enhance their expertise in AI-driven environments.

Duration

24Hrs.

Experience & Certified

Trainers

Type of Batch

WeekEnd/WeekDay

Program Formate

Online

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Instructor-led Training Live Online Classes

Suitable batches for you

	28 Dec 2024	24	06:00 PM - 09:00 PM	Sat, Sun
	29 Dec 2024	24	06:00 PM - 09:00 PM	Sat, Sun

Course Price At

$ 550

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Instructor-led Training Live Online Classes

	28 Dec 2024	24	06:00 PM - 09:00 PM	Sat, Sun
	29 Dec 2024	24	06:00 PM - 09:00 PM	Sat, Sun

Course Price At

$ 550

Enroll Now

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Online Self Learning Courses are designed for self-directed training, allowing participants to begin at their convenience with structured training and review exercises to reinforce learning. You’ll learn through videos, PPTs and complete assignments, projects and other activities designed to enhance learning outcomes, all at times that are most convenient to you.

Course Price At

$ 550

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MLOps (Machine Learning Operations) Fundamentals Training Course Singapore Course Syllabus

Curriculum Designed by Experts

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MLOps Fundamentals Training is a course designed to teach the practices necessary for deploying, managing, and optimizing machine learning models efficiently. It covers automation, monitoring, version control, and integration with IT infrastructure, focusing on improving collaboration between data science and operations teams to enhance ML lifecycle management.

Data Scientists’ Pain Points
Machine Learning Lifecycle
MLOps Architecture and TensorFlow Extended Components

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Introduction
Introduction to Containers
Containers and Container Images
Introduction to Kubernetes
Introduction to Google Kubernetes Engine
Compute Options Detail
Kubernetes Concepts
The Kubernetes Control Plane
Google Kubernetes Engine Concepts
Deployments
Ways to Create Deployments
Services and Scaling
Updating Deployments
Rolling Updates
Blue-Green Deployments
Canary Deployments
Managing Deployments
Jobs and CronJobs
Parallel Jobs
CronJobs

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Containers and Container Images
Introduction to Kubernetes
Introduction to Google Kubernetes Engine
Containers and Kubernetes in Google Cloud
Kubernetes Concepts
The Kubernetes Control Plane
Google Kubernetes Engine Concepts
Deployments
Updating Deployments
Jobs

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Concepts
When to use
Ecosystem
Getting Started with Google Cloud

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System and concepts overview
Create a reproducible dataset
Implement a tunable model
Build and push a training container
Train and tune the model
Serve and query the model

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System and concept overview
Describing a Kubeflow Pipeline with KF DSL
Pre-built components5m
Lightweight Python Components
Custom components
Compile, upload and Run

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Concept Overview
Cloud Build Builders
Cloud Build Configuration
Cloud Build Triggers

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MLOps (Machine Learning Operations) Fundamentals Training Course Singapore Description

Understand the core principles of MLOps and its importance in the ML lifecycle.
Learn to automate and streamline the deployment, monitoring, and maintenance of machine learning models.
Acquire skills in version control for both data and ML models to ensure reproducibility and traceability.
Gain proficiency in using cloud platforms for scalable and secure ML model deployment.
Explore strategies for integrating machine learning models with existing IT infrastructure.
Develop collaborative skills for working effectively between data science and operations teams.

Data Scientists
Machine Learning Engineers
DevOps Engineers
IT Operations Professionals
Software Developers interested in AI
Project Managers overseeing AI projects
Business Analysts involved in data-driven decision making

Basic understanding of machine learning concepts and algorithms.
Familiarity with programming languages, preferably Python.
Experience with data handling and analysis techniques.

MLOps (Machine Learning Operations) Fundamentals Training Course Singapore Certification

Multisoft Virtual Academy provides a globally recognized training certificate to the participants, after successful completion of a training program. The training certificates are recognized and accepted across the world.

Multisoft Virtual Academy's training certificate comes with lifetime validity.

Aspirants can directly enroll for the desired course from the Book Now Button in the course page. You can also connect on Whatsapp at +91 8130666206 to talk with a training advisor. Multisoft Virtual Academy also offers customized training programs on a wide range of domains and skills.

All training programs offered by Multisoft Virtual Academy are delivered by certified industry experts, who have years of experience in the relevant domains. Multisoft Global Subject Matter Experts impart knowledge on a wide variety of training courses through one –on-one and corporate training sessions.

Multisoft Virtual Academy training certification can help participants stand out in the competitive job market. Since the training certificates are internationally accepted, participants can showcase their skills and knowledge to employers across the world.

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MLOps (Machine Learning Operations) Fundamentals Course Singapore Corporate Training Certification

Interactive Virtual Training

Global Subject Matter Experts
Step-by –Step Learning Approach
Instant Doubt Clearing

Lifetime Access

Lifetime E-learning Access
Recorded Training Session Videos
Free Access to Practice Tests

24x7 Assistance

Help Desk Support
Doubt Resolution in Real-time
After Training Support

Hands on Experience

Project Based Learning
Learning based on real-life examples
Assignments and Practice Tests

Globally Recognized Certificate

Multisoft Training Certificate
Globally Recognized and Accepted
Lifetime Validity

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MLOps (Machine Learning Operations) Fundamentals Training Course Singapore FAQ's

By mastering MLOps fundamentals, you'll be equipped to efficiently deploy, monitor, and manage machine learning models, enhancing your value as a data professional and opening up new career opportunities in AI and ML.

Both online and in-person training options are available, depending on your preference and location.

Yes, participants who successfully complete the training and pass the assessment will receive a certificate of completion from Multisoft Virtual Academy.

While there are no strict prerequisites, a basic understanding of machine learning concepts and familiarity with programming languages such as Python would be beneficial.

To contact Multisoft Virtual Academy you can mail us on enquiry@multisoftvirtualacademy.com or can call for course enquiry on this number +91 8130666206