Course Overview
Cloudera Data Science Workbench Training (DATASWB-ON) Course Overview
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Cloudera Data Science Workbench Training prepares learners to complete data science and machine learning projects using Cloudera Data Science Workbench (CDSW).
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Through narrated demonstrations and hands-on exercises, learners achieve proficiency in CDSW and develop the skills required to:
- Navigate CDSW’s options and interfaces with confidence
- Create projects in CDSW and collaborate securely with other users and teams
- Develop and run reproducible Python and R code
- Customize projects by installing packages and setting environment variables
- Connect to a secure (Kerberized) Cloudera or Hortonworks cluster
- Work with large-scale data using Apache Spark 2 with PySpark and sparklyr
- Perform end-to-end machine learning workflows in CDSW using Python or R (read, inspect, transform, visualize, and model data)
- Measure, track, and compare machine learning models using CDSW’s Experiments capability
- Deploy models as REST API endpoints serving predictions using CDSW’s Models capability
- Work collaboratively using CDSW together with Git
Cloudera Data Science Workbench Training (DATASWB-ON) Course Key Features
100% Money Back Guarantee- Official courseware + exam voucher included
- Live online + classroom format options
- Hands-on labs and real-world case studies
- Simulation tests at the end of training
- Up-to-date curriculum aligned to the latest exam version
- Includes 5 mock exams, 150 questions each
- 24×7 learner assistance and support
- 30-day re-attendance guarantee
Skills Covered
- Risk management & governance
- Identity and access management
- Security architecture & engineering
- Communication and network security
- Asset security
- Security assessment & testing
- Security operations
- Software development security
