Big Data Specialization
| Learning Experience | 9.0 |
|---|---|
| Content Rating | 9.4 |
Big Data Specialization drives you to make better business decisions with an introduction of how big data is arranged, examined, and translated. Apply your insights to real-world issues and concerns.
About this Specialization
Do you require to comprehend big data and how it will affect your organization? Big Data Specialization is for you. You will get an understanding of what insights big data can offer through hands-on experience with the tools and systems utilized by big data researchers and engineers. Previous programming experience is not needed! You will be directed through the essentials of utilizing Hadoop with MapReduce, Spark, Pig and Hive. By following together with offered code, you will experience how one can carry out predictive modeling and take advantage of analytic methods to design problems. This specialization will prepare you to ask the best concerns about data, interact successfully with data researchers, and do standard expedition of big, complicated datasets. In the last Capstone Project, established in collaboration with data software application business Splunk, you’ll use the abilities you discovered to do standard analyses of big data.
Syllabus
There are 6 Courses in the Big Data Specialization organized by the University of California San Diego:
Interested in increasing your understanding of the Big Data landscape? This course in Big Data Specialization is for those brand-new to data science and thinking about comprehending why the Big Data Era has actually happened. It is for those who wish to end up being conversant with the terms and the core ideas behind big data issues, applications, and systems. This course is for those who wish to begin considering how Big Data may be beneficial in their organization or profession. It offers an intro to among the most typical structures, Hadoop, that has actually made big data analysis simpler and more available — increasing the capacity for data to change our world!
Once you’ve recognized a big data concern to evaluate, how do you gather, shop and arrange your data utilizing Big Data services? In this course, you will experience numerous data categories and management tools proper for each. You will have the ability to explain the factors behind the progressing myriad of brand-new big data platforms from the point of view of big data management systems and analytical tools. Through directed hands-on tutorials, you will end up being knowledgeable about strategies utilizing real-time and semi-structured data examples. Systems and tools consist of AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course offers strategies to extract worth from existing untapped data sources and find brand-new data sources.
Want to understand the volumes of data you have gathered? Need to integrate data-driven choices into your procedure? This course offers an introduction to machine learning strategies to check out, evaluate, and take advantage of data. You will be presented with tools and algorithms you can utilize to produce machine learning designs that gain from data and to scale those designs approximately big data issues.
Want to comprehend your data network structure and how it alters under various conditions? Curious to understand how to recognize carefully communicating clusters within a chart? Have you become aware of the fast-growing location of chart analytics and wish to discover more? This course provides you with a broad introduction to the field of chart analytics so you can find out brand-new methods to design, shop, obtain and evaluate graph-structured data.
In this culminating job, you will develop a big data community utilizing tools and techniques from the earlier courses in this Big Data Specialization. You will evaluate a data set replicating big data created from a lot of users who are playing our fictional video game “Catch the Pink Flamingo”. During the five-week Capstone Project, you will stroll through the normal big data science actions for getting, checking out, preparing, examining, and reporting.
Description
About this Specialization
Do you require to comprehend big data and how it will affect your organization? Big Data Specialization is for you. You will get an understanding of what insights big data can offer through hands-on experience with the tools and systems utilized by big data researchers and engineers. Previous programming experience is not needed! You will be directed through the essentials of utilizing Hadoop with MapReduce, Spark, Pig and Hive. By following together with offered code, you will experience how one can carry out predictive modeling and take advantage of analytic methods to design problems. This specialization will prepare you to ask the best concerns about data, interact successfully with data researchers, and do standard expedition of big, complicated datasets. In the last Capstone Project, established in collaboration with data software application business Splunk, you’ll use the abilities you discovered to do standard analyses of big data.
Syllabus
There are 6 Courses in the Big Data Specialization organized by the University of California San Diego:
Interested in increasing your understanding of the Big Data landscape? This course in Big Data Specialization is for those brand-new to data science and thinking about comprehending why the Big Data Era has actually happened. It is for those who wish to end up being conversant with the terms and the core ideas behind big data issues, applications, and systems. This course is for those who wish to begin considering how Big Data may be beneficial in their organization or profession. It offers an intro to among the most typical structures, Hadoop, that has actually made big data analysis simpler and more available — increasing the capacity for data to change our world!
Once you’ve recognized a big data concern to evaluate, how do you gather, shop and arrange your data utilizing Big Data services? In this course, you will experience numerous data categories and management tools proper for each. You will have the ability to explain the factors behind the progressing myriad of brand-new big data platforms from the point of view of big data management systems and analytical tools. Through directed hands-on tutorials, you will end up being knowledgeable about strategies utilizing real-time and semi-structured data examples. Systems and tools consist of AsterixDB, HP Vertica, Impala, Neo4j, Redis, SparkSQL. This course offers strategies to extract worth from existing untapped data sources and find brand-new data sources.
Want to understand the volumes of data you have gathered? Need to integrate data-driven choices into your procedure? This course offers an introduction to machine learning strategies to check out, evaluate, and take advantage of data. You will be presented with tools and algorithms you can utilize to produce machine learning designs that gain from data and to scale those designs approximately big data issues.
Want to comprehend your data network structure and how it alters under various conditions? Curious to understand how to recognize carefully communicating clusters within a chart? Have you become aware of the fast-growing location of chart analytics and wish to discover more? This course provides you with a broad introduction to the field of chart analytics so you can find out brand-new methods to design, shop, obtain and evaluate graph-structured data.
In this culminating job, you will develop a big data community utilizing tools and techniques from the earlier courses in this Big Data Specialization. You will evaluate a data set replicating big data created from a lot of users who are playing our fictional video game “Catch the Pink Flamingo”. During the five-week Capstone Project, you will stroll through the normal big data science actions for getting, checking out, preparing, examining, and reporting.
Specification:
- Coursera
- University of California, San Diego
- Microdegree
- Self-paced
- Beginner
- 3+ Months
- Free Trial (Paid Course & Certificate)
- English
- Apache Hadoop Apache Spark
- None Pre-requisite
- Apache Hadoop Training Apache Spark Training Big data Data Modeling Machine learning
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