TYPE
Virtual
Classroom ILT
LEARNING PATH
SKILL LEVEL
DURATION
AVAILABLE DATES
Choose date
R3 400,00
Price excluding VAT
Introduction
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.
Pre-requisites
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. Consider completing the Create machine learning models learning path before starting this one.
Course content
Module 1: Explore Azure Databricks |
Azure Databricks is a cloud service that provides a scalable platform for data analytics using Apache Spark.
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Module 2: Use Apache Spark in Azure Databricks |
Azure Databricks is built on Apache Spark and enables data engineers and analysts to run Spark jobs to transform, analyze and visualize data at scale.
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Module 3: Train a machine learning model in Azure Databricks |
Machine learning involves using data to train a predictive model. Azure Databricks support multiple commonly used machine learning frameworks that you can use to train models.
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Module 4: Use MLflow in Azure Databricks |
MLflow is an open source platform for managing the machine learning lifecycle that is natively supported in Azure Databricks.
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Module 5: Use MLflow in Azure Databricks |
MLflow is an open source platform for managing the machine learning lifecycle that is natively supported in Azure Databricks.
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Module 6: Tune hyperparameters in Azure Databricks |
Tuning hyperparameters is an essential part of machine learning. In Azure Databricks, you can use the Hyperopt library to optimize hyperparameters automatically.
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Module 7: Use AutoML in Azure Databricks |
AutoML in Azure Databricks simplifies the process of building an effective machine learning model for your data.
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Associated certifications and exam
There is no Associated certification & Exam for this course, however, there is an assessment to achieve your Applied Skills credential. (Assessment Link)
Microsoft Overview
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