Implementing A Machine Learning Solution With Microsoft Azure Databricks DP090 | Azure | in Fairfax

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Retired: Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090

Fairfax

Provision an Azure Databricks workspace and cluster.
Use Azure Databricks to train a machine learning model.
Use MLflow to track experiments and manage machine learning models.

Dates & Prices Dates & Prices

Course information

Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 Course Outline

Within this training course you will learn the following modules:

Module 1: Introduction to Azure Databricks

In this module, you will learn how to provision an Azure Databricks workspace and cluster and use them to work with data.

Lessons

Getting Started with Azure Databricks
Working with Data in Azure Databricks

Lab: Getting Started with Azure Databricks

Lab: Working with Data in Azure Databricks

After completing this module, you will be able to:

Provision an Azure Databricks workspace and cluster
Use Azure Databricks to work with data

Module 2: Training and Evaluating Machine Learning Models

In this module, you will learn how to use Azure Databricks to prepare data for modeling, and train and validate a machine learning model.

Lessons

Preparing Data for Machine Learning
Training a Machine Learning Model

Lab: Training a Machine Learning Model

Lab: Preparing Data for Machine Learning

After completing this module, you will be able to use Azure Databricks to:

Prepare data for modeling
Train and validate a machine learning model

Module 3: Managing Experiments and Models

In this module, you will learn how to use MLflow to track experiments running in Azure Databricks, and how to manage machine learning models.

Lessons

Using MLflow to Track Experiments
Managing Models

Lab: Using MLflow to Track Experiments

Lab: Managing Models

After completing this module, you will be able to:

Use MLflow to track experiments
Manage models

Module 4: Integrating Azure Databricks and Azure Machine Learning

In this module, you will learn how to integrate Azure Databricks with Azure Machine Learning

Lessons

Tracking Experiments with Azure Machine Learning
Deploying Models

Lab: Deploying Models in Azure Machine Learning

Lab: Running Experiments in Azure Machine Learning

After completing this module, you will be able to:

Run Azure Machine Learning experiments on Azure Databricks compute
Deploy models trained on Azure Databricks to Azure Machine Learning

Who should attend this Implementing A Machine Learning Solution with Microsoft Azure Databricks DP090 Course?

The Implementing A Machine Learning Solution with Microsoft Azure Databricks DP090 Course is designed for individuals who want to learn how to implement machine learning solutions using Microsoft Azure Databricks, a unified analytics platform for big data and machine learning. A variety of professionals can benefit from this course, such as:

Data Scientists
Machine Learning Engineers
Data Analysts
AI Developers
Big Data Engineers
Solution Architects
Technical Consultants

Prerequisites of the Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 Training Course

Before attending this course, participants should have some experience of using Python and some knowledge of machine learning concepts. A basic knowledge of the following might help as well:

Experience with Azure
Understanding of Data Science and Machine Learning
Knowledge of Python or Scala
Familiarity with Big Data Systems
Basic Mathematics

Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 Course Overview

Azure Databricks is a cloud-scale platform for data analytics and machine learning. In this one-day course, you'll learn how to use Azure Databricks to explore, prepare, and model data; and integrate Databricks machine learning processes with Azure Machine Learning.

Course objectives:

Provision an Azure Databricks workspace and cluster
Use Azure Databricks to train a machine-learning model
Use MLflow to track experiments and manage machine learning models
Integrate Azure Databricks with Azure Machine Learning

What’s included in this Implementing A Machine Learning Solution with Microsoft Azure Databricks DP090 Training Course?

World-Class Training Sessions from Experienced Instructors
Digital Delegate Pack

Why choose us

Our Fairfax 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.

The city of Fairfax is located in the state of Virginia in the Fairfax County. The city of Fairfax is approximately 16 miles south-west of Washington D.C. Fairfax was rated number 3 in the Forbes Magazines "Top 25 Places to Live Well". The current population of Fairfax stand at roughly 24,000 residents. The unemployment rate for Fairfax currently stands at just above 3%. This is an improvement on the unemployment conditions of the previous year when the rate stood at 4 and a half percent. Virginia’s largest public research university the George Mason University is located in Fairfax. As of 2013 the university had around 34,000 students enrolled and nearly 3,000 academic staff members. The university is recognised for their strong programs in economics, law, creative writing, computer science, and business. Fair fax also has its own international school - Virginia International University, which offers programs in computer science, business management, international relations, public administration and education. The international university also has courses to teach English to speakers of other languages.

Address

Courtyard Fairfax Fair Oaks
11220 Lee Jackson Memorial Highway
Fairfax
Virginia
22030

T: +1 7204454674

Ways to take this course

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Implementing A Machine Learning Solution With Microsoft Azure Databricks DP090 | Azure | in Fairfax. 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.

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Unlock your potential with The Knowledge Academy's Implementing A Machine Learning Solution With Microsoft Azure Databricks DP090 | Azure | in Fairfax, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

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Streamline large-scale training requirements with The Knowledge Academy's In-house/Onsite 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 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

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What our customers are saying

Implementing A Machine Learning Solution With Microsoft Azure Databricks DP090 | Azure | in Fairfax FAQs

What is Azure Databricks used for?

Azure Databricks is an industry-leading, cloud-based data engineering tool used to process and transform large amounts of data and to analyse data through Machine Learning (ML) models.

What are the prerequisites?

Before attending this course, you should have experience of using Python to work with data, and some knowledge of machine learning concepts.

Who should attend this course?

This course is designed for data scientists with experience of Pythion who need to learn how to apply their data science and machine learning skills on Azure Databricks

What is a machine learning solution?

A Machine Learning (ML) solution is a complete set of intellectual property, tools, and software that can be used to develop AIs across a wide range of devices.

What are the steps of implementing a Machine Learning Solution?

There are the eight steps of implementing a Machine Learning Solution such as collecting data and working on feature engineering, shortlisting key features, filtering out duplicate data, picking the most suitable solution, tuning model parameters, training the model, streamlining and getting started, and finally overseeing and monitoring operations.

What is MLflow used for?

MLflow is an open-source platform designed to manage the end-to-end Machine Learning (ML) lifecycle.

What will I learn in this Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 training course?

During this training, you will learn various concepts such as introduction to Azure Databricks, working with data in Azure Databricks, managing models, managing experiments and models, Azure machine learning, deploying models, and more topics that will make you skilled at using Azure Databricks to train a machine learning model.

What is the cost/training fees for Retired: Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 in Fairfax?

The training fees for Retired: Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090in Fairfax starts from $2995

Which is the best training institute/provider of Retired: Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090 in Fairfax?

The Knowledge Academy is the Leading global training provider for Retired: Implementing a Machine Learning Solution with Microsoft Azure Databricks DP090.

What are the best Microsoft Azure Certification courses in Fairfax?

Please see our Microsoft Azure Certification courses available in Fairfax

Why choose us

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

Trusted & Approved

Microsoft Azure Training

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water

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