Train And Deploy A Machine Learning Model With Azure Machine Learning DP3007 Training in Istanbul

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Train and deploy a machine learning model with Azure Machine Learning DP3007 Course

Istanbul

Attain in-depth knowledge about creating data assets within Azure ML.
Understand the selection and usage of compute targets.
Learn how to deploy MLflow models to online endpoints.

Dates & Prices

Train and deploy a machine learning model with Azure Machine Learning DP3007 Course Overview

Course syllabus

Who it’s for

What’s included

FAQs

Train and deploy a machine learning model with Azure Machine Learning (DP-3007) Course Outline

Module 1: Make Data Available in Azure Machine Learning

Introduction
Understand URIs
Create a Datastore
Create a Data Asset
Exercise - Make Data Available in Azure Machine Learning

Module 2: Work with Compute Targets in Azure Machine Learning

Introduction
Choose the Appropriate Compute Target
Create and use a Compute Instance
Create and use a Compute Cluster
Exercise - Work with Compute Resources

Module 3: Work with Environments in Azure Machine Learning

Introduction
Understand Environments
Explore and use Curated Environments
Create and use Custom Environments
Exercise - Work with Environments

Module 4: Run a Training Script as a Command Job in Azure Machine Learning

Introduction
Convert a Notebook to a Script
Run a Script as a Command Job
Use Parameters in a Command Job
Exercise - Run a Training Script as a Command Job

Module 5: Track Model Training with MLflow in Jobs

Introduction
Track Metrics with MLflow
View Metrics and Evaluate Models
Exercise - Use MLflow to Track Training Jobs

Module 6: Register an MLflow Model in Azure Machine Learning

Introduction
Log Models with MLflow
Understand the MLflow Model Format
Register an MLflow Model
Exercise - Log and Register Models with MLflow

Module 7: Deploy a Model to a Managed Online Endpoint

Introduction
Explore Managed Online Endpoints
Deploy your MLflow Model to a Managed Online Endpoint
Deploy a Model to a Managed Online Endpoint
Test Managed Online Endpoints
Exercise - Deploy an MLflow Model to an Online Endpoint

Who Should Attend this Train and Deploy a Machine Learning Model with Azure Machine Learning (DP-3007)?

This Train and Deploy a Machine Learning Model with Azure Machine Learning (DP-3007) course is ideal for professionals seeking to leverage Azure’s capabilities to enhance machine learning model development and deployment within their organisations. However, this training will be particularly beneficial for:

Data Scientists
Machine Learning Engineers
Cloud Solutions Architects
IT Managers
Chief Technology Officers (CTO)
Heads of Data Analytics
Software Developers
Project Managers

Prerequisites of the Train and deploy a machine learning model with Azure Machine Learning (DP-3007)

Delegate should possess a basic understanding of cloud computing, Microsoft Azure services, and Python programming. They also need familiarity with data science, machine learning concepts, and access to a Microsoft Azure account.

Train and deploy a machine learning model with Azure Machine Learning (DP-3007) Course Overview

Train and Deploy a Machine Learning Model with Azure Machine Learning (DP-3007) is a targeted training program designed to provide delegate with the necessary skills to effectively use Azure Machine Learning for creating, tracking, and deploying machine learning models. Through this training, organisations can expect significant enhancements in their ability to develop scalable machine learning solutions that drive innovation and operational efficiencies. For individuals, it offers comprehensive insights into the lifecycle of machine learning models, boosting their analytical capabilities and technical acumen.

During this training course, delegate will learn to navigate the complexities of Azure Machine Learning, from initial data handling and compute management to advanced model deployment. The course covers essential techniques such as setting up data stores, managing compute targets, and utilising Azure's environment for machine learning projects. This hands-on approach ensures mastery of each concept, facilitated by our experienced trainers who bring real-world expertise to the learning environment.

Course Objectives

To understand and utilise URIs in Azure
To create and manage Azure datastores
To configure and deploy compute clusters
To execute and monitor command jobs
To track and log model metrics with MLflow
To register and manage MLflow models
To deploy models to managed online endpoints

After attending this training, delegates will be equipped with the skills necessary to independently manage and navigate the Azure Machine Learning platform. They will be able to set up data assets, manage compute resources effectively, and utilise various environments for machine learning projects. Furthermore, participants will gain the capability to track the performance of machine learning models, utilise MLflow for comprehensive model management, and deploy trained models to production using Azure's managed online endpoints.

What’s included in this Train and deploy a machine learning model with Azure Machine Learning DP3007 Course?

World-Class Training Sessions from Experienced Instructors
Train and deploy a machine learning model with Azure Machine Learning DP3007 Course Certificate
Digital Delegate Pack

Train Your Workforce

Looking for Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in-house or onsite training in Istanbul? We specialise in corporate group training and bulk bookings for organisations of all sizes in Istanbul. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our Istanbul venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

Istanbul is the most populous city in Turkey housing around 14 million inhabitants. Istanbul is the 5^th largest city in the world and the largest European city. The Istanbul University is a public university that was established 1453. It houses around 90,000 students who can study in areas such as health services, law, social sciences, technical sciences, veterinary medicine, business, economics, engineering, nursing and education. Another university is the Marmara University which was established in 1883 and is the second largest university in Istanbul. The university houses around 50,092 and can study courses in areas such as education, arts, pharmacy, law, economics, communication, engineering, medicine and health education.

Ways to take Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul

Online Instructor-Led Learning

Online Self-Paced Learning

Onsite Learning

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Train and deploy a machine learning model with Azure Machine Learning DP3007 Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

Live classes

Join a scheduled class with a live instructor and other delegates.

Interactive

Engage in activities, and communicate with your trainer and peers.

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

Scalable Training Delivery

Access Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Train and deploy a machine learning model with Azure Machine Learning DP3007 Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Train and deploy a machine learning model with Azure Machine Learning DP3007 Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Train and deploy a machine learning model with Azure Machine Learning DP3007 Course through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

Flexible Learning

Access Train and deploy a machine learning model with Azure Machine Learning DP3007 Course resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

Global Training Provider

Access Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul from a trusted global training provider delivering consistent learning to professionals worldwide.

Cost-Effective Training

Benefit from the cost-effective Train and deploy a machine learning model with Azure Machine Learning DP3007 Course that delivers high-quality course content without compromising learning outcomes.

Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Experience the most sought-after learning style with The Knowledge Academy's Train and deploy a machine learning model with Azure Machine Learning DP3007 Course Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Train and deploy a machine learning model with Azure Machine Learning DP3007 Course sessions.

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Train and deploy a machine learning model with Azure Machine Learning DP3007 Course Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

Team building opportunity

Our Train and deploy a machine learning model with Azure Machine Learning DP3007 Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Train and deploy a machine learning model with Azure Machine Learning DP3007 Course Schedule in Istanbul

Online Instructor-Led

Online Self-Paced

Onsite

Package deals for Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul

Our training experts have compiled a range of course packages on a variety of categories in Train and deploy a machine learning model with Azure Machine Learning DP3007 Course, to boost your career. The packages consist of the best possible qualifications with Train and deploy a machine learning model with Azure Machine Learning DP3007 Course, and allows you to purchase multiple courses at a discounted rate.

Train And Deploy A Machine Learning Model With Azure Machine Learning DP3007 Training in Istanbul FAQs

What are the prerequisites?

Who should attend this course?

Do you offer support for the course?

We are able to provide support via phone & email prior to attending, during and after the course.

What is included in the course?

Delegate pack consisting of course notes and exercises, Experienced Instructor.

What is the duration of this course?

This course is 1 day

How long until I receive the course confirmation details?

Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts

What is the cost/training fees for Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul?

The training fees for Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul starts from €2895

Which is the best training institute/provider of Train and deploy a machine learning model with Azure Machine Learning DP3007 Course in Istanbul?

The Knowledge Academy is one of the Leading global training provider for Train and deploy a machine learning model with Azure Machine Learning DP3007 Course.

What are the best Microsoft Azure Certification courses in Istanbul?

Please see our Microsoft Azure Certification courses available in Istanbul

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Train And Deploy A Machine Learning Model With Azure Machine Learning DP3007 Course in Turkey