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DP-3014 Implementing a Machine Learning solution with Azure Databricks

4.6 out of 5 rating Last updated 12/11/2024   English

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Global Schedule

GTR = Guaranteed to Run

13 Dec 24 Book
14:00 - 22:00 Live Online 594
07 Mar 25 Book
14:00 - 22:00 Live Online 594

30 May 25 Book
14:00 - 22:00 Live Online 594
Duration

1 Days

6 CPD hours

Description

Azure Databricks is a cloud-scale platform for data analytics and machine learning. Data scientists and machine learning engineers can use Azure Databricks to implement machine learning solutions at scale.

Prerequisites

This learning path assumes that you have experience of using Python to explore data and train machine learning models with common open source frameworks, like Scikit-Learn, PyTorch, and TensorFlow.

1 - Explore Azure Databricks
  • Get started with Azure Databricks
  • Identify Azure Databricks workloads
  • Understand key concepts
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
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
4 - Use MLflow in Azure Databricks
  • Capabilities of MLflow
  • Run experiments with MLflow
  • Register and serve models with MLflow
5 - Tune hyperparameters in Azure Databricks
  • Optimize hyperparameters with Hyperopt
  • Review Hyperopt trials
  • Scale Hyperopt trials
6 - Use AutoML in Azure Databricks
  • What is AutoML
  • Use AutoML in the Azure Databricks user interface
  • Use code to run an AutoML experiment
7 - Train deep learning models in Azure Databricks
  • Understand deep learning concepts
  • Train models with PyTorch
  • Distribute PyTorch training with Horovod
Additional course details:

Nexus Humans DP-3014 Implementing a Machine Learning solution with Azure Databricks training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the DP-3014 Implementing a Machine Learning solution with Azure Databricks course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the DP-3014 Implementing a Machine Learning solution with Azure Databricks Course

Available Delivery Options for the DP-3014 Implementing a Machine Learning solution with Azure Databricks training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the DP-3014 Implementing a Machine Learning solution with Azure Databricks training provide?

The 1 day. DP-3014 Implementing a Machine Learning solution with Azure Databricks training course give you up to 6 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

Is the DP-3014 Implementing a Machine Learning solution with Azure Databricks training appropriate for someone learning to use Azure in a professional environment?

Yes the DP-3014 Implementing a Machine Learning solution with Azure Databricks is appropriate for someone looking to use Azure in a professional workspace or environment. But do make sure to note any prerequisites, read the course outline to ensure it is the right fit for you or your teams requirements and preferences.

Do you provide training for the DP-3014 Implementing a Machine Learning solution with Azure Databricks.

Yes we provide corporate training, dedicated training and closed classes for the DP-3014 Implementing a Machine Learning solution with Azure Databricks. This can take place anywhere in Ireland including, Dublin, Cork, Galway, Northern Ireland or live online allowing you to have your teams from across Ireland or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the DP-3014 Implementing a Machine Learning solution with Azure Databricks program.

The DP-3014 Implementing a Machine Learning solution with Azure Databricks training takes place over 1 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the DP-3014 Implementing a Machine Learning solution with Azure Databricks?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for Ireland on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the DP-3014 Implementing a Machine Learning solution with Azure Databricks training.

Yes, the discount code PENPAL5 is currently available for the DP-3014 Implementing a Machine Learning solution with Azure Databricks training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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