Learners will work on an open dataset and preprocess it so it is suitable for training machine learning model. They will create a clean, processed dataset out of raw data and will have an ML model by the end of the project.
Machine Learning with Databricks: Process Data
Machine Learning with Databricks: Process Data
Taught in English
Instructor: Kishore S Meda
Included with 
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Some related experience required
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
What you'll learn
Learners will learn about workspaces, notebooks and compute clusters on the databricks platform where they get familiarized with the user interface
Learners will understand different transformers and Estimators available in the spark ML library and its usage
Learners will fit an ML model on the dataset and evaluate the model performance
Skills you'll practice
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Recently updated!
December 2023
Guided Project
Learn, practice, and apply job-ready skills with expert guidance
Intermediate level
Some related experience required
2 hours
Learn at your own pace
No downloads or installation required
Only available on desktop
Hands-on learning
See how employees at top companies are mastering in-demand skills
Learn, practice, and apply job-ready skills in less than 2 hours
- Receive training from industry experts
- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Sign up for a free trial of azure account
Understand the main components of the Datatricks platform needed in this project
Learn to import data from external sources into databricks platform and explore
Learn to explore data and apply some pre processing steps
Learn to apply the techniques learned so far on a new dataset
Understand the Transformers and Estimators in the Spark ML library
Train a ML model on using a classification algorithm
Practice task - Train a ML model on Titanic survival dataset
Build an ML model to predict the price of an Airbnb listing
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Instructor
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.