Raw Data to Insights: Data Management & Decision Making
Data Science
| Intermediate
- 12 Videos | 1h 1m 53s
- Includes Assessment
- Earns a Badge
To master data science, it is important to turn raw data into insights. In this 12-video course, you will learn to apply and implement various essential data correction techniques, transformation rules, deductive correction techniques, and predictive modeling using critical data analytical approaches by using R. The key concepts in this course include: the capabilities and advantages of the application of data-driven decision making; loading data from databases using R; preparing data for analysis; and the concept of data correction, using the essential approaches of simple transformation rules and deductive correction, Next, examine implementing data correction using simple transformation rules and deductive correction; the various essential distributed data management frameworks used to handle big data; and the approach of implementing data analytics using machine learning. Finally, learn how to implement exploratory data analysis by using R; to implement predictive modeling by using machine learning; how to correct data with deductive correction; and how to analyze data in R and facilitate predictive modeling with machine learning.
WHAT YOU WILL LEARN
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describe the capabilities and advantages provided with the application of data-driven decision making
load data from databases using R
demonstrate how to prepare data for analysis
recall the concept of data correction using the essential approaches of simple transformation rules and deductive correction
implement data correction using simple transformation rules
implement data correction using deductive correction -
describe the various essential distributed data management frameworks used to handle big data
describe the approach of implementing data analytics using Machine Learning
recognize how to implement exploratory data analysis using R
recognize how to implement predictive modelling using Machine Learning
correct data using deductive correction, analyze data in R and facilitate predictive modelling with Machine Learning
IN THIS COURSE
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1.Course Overview1m 21sUP NEXT
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2.Data-driven Decision Making Framework6m 14s
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3.Loading Data into R4m 36s
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4.Preparing Data3m 28s
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5.Data Correction Approach5m 13s
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6.Data Correction Using Simple Transformation4m 1s
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7.Data Correction Using Deductive Correction4m 3s
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8.Distributed Data Management6m 4s
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9.Data Analytics7m 29s
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10.Data Analytics Using R5m 30s
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11.Predictive Modeling4m 24s
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12.Exercise: Correcting and Modelling Data4m 30s
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
Skillsoft is providing you the opportunity to earn a digital badge upon successful completion of this course, which can be shared on any social network or business platform
Digital badges are yours to keep, forever.
