Preparation and Transformation of Data with IBM Data Refinery

IBM Training for Preparation and Transformation of Data with IBM Data Refinery

Skill Level: Intermediate

Modality: CR - Classroom based Trainng or ILO - Instructor Led Online Class

Duration: 0.9 Day/s

Starting Price: $ - 1,315

Overview:

The course aims to familiarize data scientists with the data cleansing, and data shaping capabilities of the Data Refinery tool.

Preparation and transformation of data with IBM Data Refinery is the third course in the learning path for professional data scientists that are working with the IBM Cloud Pak for Data platform. The course aims to familiarize data scientists with the data cleansing, and data shaping capabilities of the Data Refinery tool. Data Refinery saves preparation time by quickly transforming large amounts of raw data into consumable, high-quality information that's ready for analytics.Learners follow the story of Sara (the data scientist), Muneiza (the data engineer), Liam (the data steward), and Tim (the data quality analyst) working in the Data Analytics department of a large health products company. The company plans a marketing campaign around coupons that are issued to customers and wants to better understand customer behavior. But they first need to access and prepare the relevant data for analytics. The team will mainly use IBM Data Refinery for this task.Follow along with Sara, Muneiza, Liam, and Timâs story as learners create a suitable data set ready for analytics. Learners verify their acquired knowledge by completing several hands-on lab exercises in a remote classroom environment (provided to each learner during the course introduction).

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Target Audience:

Data Engineers, Data Scientists, Data Quality Analysts, Business Analysts.

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Prerequisites: The prerequisite skills and knowledge include:Basic knowledge of data wrangling and the ModelOps process

Experience working with tables and databases

Ability to navigate the Cloud Pak for Data and Watson Studio graphical user interfaces

Practical experience with routine data management tasks

Topic: Introduction to Data Refinery

Connect to your data

Profile and visualize your data

Analyze and transform your data

Manage Data Refinery flows

IBM Training

Objective: After completing this course, you should be able to:Outline the role of the Data Refinery tool in the ModelOps process.

Use Data Refinery to profile data.

Construct various data visualizations.

Use Data Refinery to analyze and transform data into consumable, high-quality information ready for analytics and machine learning.

Implement Data Refinery management tasks.

Category: Data, Analytics, and AI

Product Name:

IBM Cloud Pak for Data

Badge and Certification Info:

Badge Title: Preparation and Transformation of Data with IBM Data Refinery - Code: W7L166G

Badge ID: dc5ee72b-5da9-4315-abb2-be7c1c88eaea

Brand: Cloud Pak for Data

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