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Add your ODL content here.

Price: $295.00

Train your entire team with our Private Group Training solutions. AstraTech specializes in creating customized training programs to fit your organization’s unique learning needs and business objectives. Take advantage of multiple student discounts, customized curriculum and flexible scheduling with Private Group Training from AstraTech!

    On-Demand Learning (ODL) is a self-paced training solution designed to work around your individual schedule, budget, and learning needs. Our ODL courses provide you with exclusive access to interactive platforms combining high-quality instructor videos from subject matter experts, official courseware and study materials, hands-on labs, practice exercises, skill assessments and knowledge checks. The modular, self-paced ODL course structure adapts to your unique learning needs and style, providing an optimal training experience.

    Train your entire team with our Private Group Training solutions. AstraTech specializes in creating customized training programs to fit your organization’s unique learning needs and business objectives. Take advantage of multiple student discounts, customized curriculum and flexible scheduling with Private Group Training from AstraTech!

    DP-3014 Implementing a Machine Learning solution with Azure Databricks

    $295 - $695 | 1 day

    Upgrade your tech skills with this , training course. Launch your career to the stars with AstraTech IT Certification Training!

    Please select a Learning Method below to get started:

    There are currently no upcoming course dates scheduled. Please complete the form to request a date/receive schedule update notifications:

      • Microsoft Azure
      • Microsoft Technical

      About this Course

      SKILL LEVEL: 
      • Intermediate

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

      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.

      0

      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.

      0

      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