Implement a Machine Learning solution with Azure Databricks DP3014 Course Overview

Course syllabus

Who it’s for

What’s included

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Implement a Machine Learning solution with Azure Databricks DP-3014 Course Outline

Module 1: Explore Azure Databricks

  • Introduction
  • Get Started with Azure Databricks
  • Identify Azure Databricks Workloads
  • Understand Key Concepts
  • Data Governance Using Unity Catalog and Microsoft Purview
  • Exercise - Explore Azure Databricks

Module 2: Use Apache Spark in Azure Databricks

  • Introduction
  • Get to Know Spark
  • Create A Spark Cluster
  • Use Spark in Notebooks
  • Use Spark to Work with Data Files
  • Visualise Data
  • Exercise - Use Spark in Azure Databricks

Module 3: Train A Machine Learning Model in Azure Databricks

  • Introduction
  • Understand Principles of Machine Learning
  • Machine Learning in Azure Databricks
  • Prepare Data for Machine Learning
  • Train A Machine Learning Model
  • Evaluate A Machine Learning Model
  • Exercise - Train A Machine Learning Model in Azure Databricks

Module 4: Use MLflow in Azure Databricks

  • Introduction
  • Capabilities of MLflow
  • Run Experiments with MLflow
  • Register and Serve Models with MLflow
  • Exercise - Use MLflow in Azure Databricks

Module 5: Tune Hyperparameters in Azure Databricks

  • Introduction
  • Optimise Hyperparameters with Hyperopt
  • Review Hyperopt Trials
  • Scale Hyperopt Trials
  • Exercise - Optimise Hyperparameters for Machine Learning in Azure Databricks
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Who Should Attend This Implement a Machine Learning solution with Azure Databricks DP-3014 Training?

The Implement a Machine Learning solution with Azure Databricks DP-3014 Training Course is ideally suited for individuals looking to deepen their understanding and expertise in cloud-based machine learning solutions using Azure Databricks. This training is particularly beneficial for:

  • Data Scientists
  • Machine Learning Engineers
  • IT Professionals
  • Data Analysts
  • Software Engineers
  • Cloud Architects
  • System Administrators
  • IT Managers and Directors

Prerequisites of the Implement a Machine Learning solution with Azure Databricks DP-3014 Training

There are no formal prerequisites for attending this Implement a Machine Learning solution with Azure Databricks DP-3014 Training Course.

Implement a Machine Learning solution with Azure Databricks DP-3014 Course Overview

Azure Databricks is a cloud-based platform designed to simplify big data processing. It provides an integrated environment for data engineering, machine learning, and collaborative data science. For organisations, this training enhances data-driven decision-making capabilities, accelerating innovation and improving operational efficiencies. Individuals benefit by gaining advanced skills in managing and analysing large datasets, making them valuable assets to their teams. Delegates will enhance their career prospects by mastering a high-demand technology, positioning themselves as leading candidates in the fields of data science and machine learning.

In this comprehensive one-day course on Implementing Machine Learning solutions with Azure Databricks DP-3014, delegates will delve into the practical aspects of using Azure Databricks for machine learning applications. They will learn how to utilise Apache Spark within Azure Databricks to manage big data effectively. The training covers how to train machine learning and deep learning models, optimise model parameters, and use Azure Databricks tools like MLflow and AutoML to streamline the machine learning lifecycle from experimentation to production.

Course Objectives:

  • To understand Azure Databricks and its ecosystem
  • To create and manage Spark clusters efficiently
  • To conduct data processing and visualisation in Spark
  • To implement machine learning models in Databricks
  • To utilise MLflow for managing machine learning workflows
  • To optimise machine learning models using Hyperopt
  • To deploy and manage models using Azure's best practices

After attending this training, delegates will be equipped with the skills to implement and manage machine learning projects effectively using Azure Databricks. They will be able to configure and optimise Apache Spark environments, apply machine learning techniques to solve complex data challenges, and utilise advanced tools like MLflow and AutoML to enhance model performance and deployment. These capabilities will enable them to lead machine learning initiatives, contributing to their organisation's success by leveraging the power of big data and advanced analytics.

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What’s included in this Implement a Machine Learning solution with Azure Databricks DP3014 Course? 

  • World-Class Training Sessions from Experienced Instructors  
  • Implement a Machine Learning solution with Azure Databricks DP3014 Course Certificate
  • Digital Delegate Pack
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Our Wokingham venue

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

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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.

Wokingham is a town located within the South East of England in the county of Berkshire. There is a population of around 30,000 inhabitants, the town is part of Wokingham borough council. The county of Berkshire boarders, Buckinghamshire, Oxfordshire and Hampshire.Wokingham has four main secondary schools, Emmbrook, St. Crispin’s, Holt and Forest. There are also three private schools within the town, Holme Grange School, Luckley House School and Ludgrove School.Bearwood College, has around 490 enrolled students for girls and boys from ages 3 months to 18 years old. The school is a for day and boarding pupils. 

Nearby Locations:

  • Winnersh
  • Finchampstead
  • Barkham
  • Sindlesham
  • Billingbear
  • Woosehill

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Experience the most sought-after learning style with The Knowledge Academy's Implement a Machine Learning solution with Azure Databricks DP3014 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 Implement a Machine Learning solution with Azure Databricks DP3014 Course sessions.

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Our training experts have compiled a range of course packages on a variety of categories in Implement a Machine Learning solution with Azure Databricks DP3014 Course, to boost your career. The packages consist of the best possible qualifications with Implement a Machine Learning solution with Azure Databricks DP3014 Course, and allows you to purchase multiple courses at a discounted rate.

Implement A Machine Learning Solution With Azure Databricks DP3014 Training in Wokingham FAQs

What time shall I arrive at the venue?

Please arrive at the venue at 8:45am.

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, Manual, Experienced Instructor, and Refreshments

What is the duration of this course?

This course is [ 1 ] day(s)

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 Implement a Machine Learning solution with Azure Databricks DP3014 Course in Wokingham?

The training fees for Implement a Machine Learning solution with Azure Databricks DP3014 Course in Wokingham starts from £2495

Which is the best training institute/provider of Implement a Machine Learning solution with Azure Databricks DP3014 Course in Wokingham?

The Knowledge Academy is one of the Leading global training provider for Implement a Machine Learning solution with Azure Databricks DP3014 Course.

What are the best Microsoft Azure Certification courses in Wokingham?

Please see our Microsoft Azure Certification courses available in Wokingham

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