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Machine Learning Model Development 

  • Offered byDatabricks

Machine Learning Model Development
 at 
Databricks 
Overview

To teach students the complete workflow of machine learning model development, from data collection and preprocessing to model selection, training, evaluation, and deployment

Duration

4 hours

Start from

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Total fee

62,887

Mode of learning

Online

Official Website

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Credential

Certificate

Machine Learning Model Development
 at 
Databricks 
Highlights

  • Earn a certificate from Databricks
  • Learn from industry experts
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Machine Learning Model Development
 at 
Databricks 
Course details

More about this course

This comprehensive course provides a practical guide to developing traditional machine learning models on Databricks, emphasizing hands-on demonstrations and workflows using popular ML libraries

This course focuses on executing common tasks efficiently with AutoML and MLflow

Participants will delve into key topics, including regression and classification models, harnessing Databricks' capabilities to track model training, leveraging feature stores for model development, and implementing hyperparameter tuning

Additionally, the course covers AutoML for rapid and low-code model training, ensuring that participants gain practical, real-world skills for streamlined and effective machine-learning model development in the Databricks environment

Machine Learning Model Development
 at 
Databricks 
Curriculum

Model Development and MLflow

 

Evaluating Model Performance

 

Hyperparameter Tuning Fundamentals

 

Hyperparameter Tuning with Hyperopt

 

Automated Model Development with AutoML

Machine Learning Model Development
 at 
Databricks 
Admission Process

    Important Dates

    Aug 29, 2024
    Course Commencement Date

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    Machine Learning Model Development
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