Name: DP-3014 Build machine learning solutions using Azure Databricks
Price: 695.00 EUR
Availability: InStock
Rating: 4.6 (5878 reviews)

Duration:

8.00 hours

6.5 CPD hours

Overview:

Azure Databricks is a fully managed, cloud-based data analytics platform, which empowers developers to accelerate AI and innovation by simplifying the process of building enterprise-grade data applications. Built as a joint effort by Microsoft and the team that started Apache Spark, Azure Databricks provides data science, engineering, and analytical teams with a single platform for big data processing and machine learning. In this course, you’ll learn how to use Azure Databricks to train and deploy machine learning models.

Description:

Azure Databricks is a fully managed, cloud-based data analytics platform, which empowers developers to accelerate AI and innovation by simplifying the process of building enterprise-grade data applications. Built as a joint effort by Microsoft and the team that started Apache Spark, Azure Databricks provides data science, engineering, and analytical teams with a single platform for big data processing and machine learning. In this course, you’ll learn how to use Azure Databricks to train and deploy machine learning models.

Course Outline:

1 - Explore Azure Databricks

Get started with Azure Databricks
Identify Azure Databricks workloads
Understand key concepts
Data governance using Unity Catalog and Microsoft Purview
Module assessment

2 - Use Apache Spark in Azure Databricks

Get to know Spark
Create a Spark cluster
Use Spark in notebooks
Use Spark to work with data files
Visualize data
Module assessment

3 - Train a machine learning model in Azure Databricks

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
Module assessment

4 - Use MLflow in Azure Databricks

Capabilities of MLflow
Run experiments with MLflow
Register and serve models with MLflow
Module assessment

5 - Tune hyperparameters in Azure Databricks

Optimize hyperparameters with Optuna
Review trials
Scale hyperparameter optimization
Module assessment

6 - Use AutoML in Azure Databricks

What is AutoML?
Use AutoML in the Azure Databricks user interface
Use code to run an AutoML experiment
Module assessment

7 - Train deep learning models in Azure Databricks

Understand deep learning concepts
Train models with PyTorch
Distribute PyTorch training with TorchDistributor
Module assessment

8 - Manage machine learning in production with Azure Databricks

Automate your data transformations
Explore model development
Explore model deployment strategies
Explore model versioning and lifecycle management
Module assessment

, Explore Azure Databricks, Use Apache Spark in Azure Databricks, Train a machine learning model in Azure Databricks, Use MLflow in Azure Databricks, Tune hyperparameters in Azure Databricks, Use AutoML in Azure Databricks, Train deep learning models in Azure Databricks

What You'll Learn:

Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization, Course ObjectivesUnderstanding Azure Databricks for Machine LearningSetting Up Azure DatabricksData Processing and ExplorationMachine Learning with DatabricksBuilding and Tuning ML ModelsDeploying ML ModelsCollaborative ML DevelopmentBest Practices and Performance Optimization

Available Delivery Options for DP-3014 Build machine learning solutions using Azure Databricks

Live Instructor Led Classroom Online (Live Online)
Traditional Instructor Led Classroom training (TILT/ILT)
Delivery at your offices in United Kingdom
Private dedicated course for your staff

What certification does DP-3014 Build machine learning solutions using Azure Databricks prepare you for?

The DP-3014 Build machine learning solutions using Azure Databricks course helps prepare you for the Microsoft Applied Skills: Build machine learning solutions using Azure Databricks certification path.

Which exam does DP-3014 Build machine learning solutions using Azure Databricks prepare you for?

The DP-3014 Build machine learning solutions using Azure Databricks prepares you for the 'DP-3014' official exam. You can take this exam at any exam center across United Kingdom including London, Manchester, Birmingham, Edinburgh or live online wherever you are.

How many CPD hours does DP-3014 Build machine learning solutions using Azure Databricks provide?

The 1 day DP-3014 Build machine learning solutions using Azure Databricks course gives you up to 6.5 CPD hours/structured learning hours.

Who is the correct audience for DP-3014 Build machine learning solutions using Azure Databricks?

This course is designed for aspiring data scientists and AI engineers who need to train and manage machine learning models by using Azure Databricks.

Do you provide training for DP-3014 Build machine learning solutions using Azure Databricks?

Yes, we provide corporate training, dedicated training and closed classes for DP-3014 Build machine learning solutions using Azure Databricks. This can take place anywhere in United Kingdom including London, Manchester, Birmingham, Edinburgh or live online.

What is the duration of DP-3014 Build machine learning solutions using Azure Databricks?

The DP-3014 Build machine learning solutions using Azure Databricks training takes place over 1 day(s), with each day lasting approximately 8.00 hours including breaks.

What other terms do people search for?

Popular related searches include: DP-3014: Build machine learning solutions using Azure Databricks, Microsoft, vILT, DP-3014

Why are Nexus Human the best provider for DP-3014 Build machine learning solutions using Azure Databricks?

Nexus Human are recognised as one of the best training companies. Our trainers have won awards including Small Firms Best Trainer, national training partner of the year for Ireland, and global top 30 instructor awards in 2012, 2019 and 2021.

Is there a discount code for DP-3014 Build machine learning solutions using Azure Databricks?

Yes, the discount code PENPAL5 is currently available for DP-3014 Build machine learning solutions using Azure Databricks training. Only one discount code can be used per booking.

DP-3014 Build machine learning solutions using Azure Databricks