Harnessing Data Volume & Velocity: Turning Big Data into Smart Data
Data Science
| Intermediate
- 13 Videos | 38m 30s
- Includes Assessment
- Earns a Badge
In this course, you will explore the concept of smart data and its associated lifecycle and benefits and the frameworks and algorithms that can help transition big data to smart data. Begin by comparing big data and smart data from the perspective of volume, variety, velocity, and veracity. Look at smart data capabilities for machine learning and artificial intelligence. Examine how to turn big data into smart data and how to use data volumes; list applications of smart data and smart process, and recall use cases for smart data application. Then explore the lifecycle of smart data and the associated impacts and benefits. Learn steps involved in transforming big data into smart data by using k-NN (K Nearest Neighbor algorithm), and look at various smart data solution implementation frameworks. Recall how to turn smart data into business by using data sharing and algorithms and how to implement clustering on smart data. Finally, learn about integrating smart data and its impact on optimization of data strategy. The exercise concerns transforming big data into smart data.
WHAT YOU WILL LEARN
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recognize the differences between big data and smart data from the perspectives of volume, variety, velocity, and veracityspecify the smart data capabilities for machine learning and artificial intelligencerecognize how to turn big data to smart data and how to use data volumeslist the applications of smart data and smart processrecall use cases for smart data applicationrecognize the life cycle of smart data and the associated impacts and benefits
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identify the steps involved in transforming big data to smart data using k-NNdescribe the various smart data solution implementation frameworksrecall how to turn smart data to business using data sharing and algorithmsrecognize how to implement clustering on smart dataintegrate smart data and describe its impact on the optimization of data strategylist the frameworks for smart data and specify the algorithms for smart data transition
IN THIS COURSE
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1.Course Overview1m 43sUP NEXT
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2.Comparing Big Data and Smart Data3m 4s
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3.Smart Data and Edge Technologies4m 23s
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4.Big Data to Smart Data Formation4m 8s
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5.Smart Data and Smart Processes3m 19s
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6.Smart Data Use Cases2m 51s
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7.Smart Data Life Cycle3m 3s
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8.Big Data to Smart Data Using k-NN3m 24s
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9.Smart Data Frameworks3m 14s
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10.Smart Data to Business2m 36s
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11.Clustering Smart Data2m 34s
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12.Smart Data Integration1m 58s
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13.Exercise: Transform Big Data to Smart Data2m 16s
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.