Coursera MOOC / Non-credit 0

Reliability, Cloud Computing and Machine Learning

Name: Reliability, Cloud Computing and Machine Learning
Price: 49 USD
Availability: InStock

Johns Hopkins University

About this course

The course "Reliability, Cloud Computing and Machine Learning" explores advanced distributed database concepts, focusing on transaction management, reliability protocols, and data warehousing, while also diving deeper into cloud computing and machine learning. You will develop a solid understanding of transaction principles, concurrency control methods, and how to ensure database consistency during failures using ACID properties and protocols like ARIES. The course uniquely integrates Hadoop, MapReduce, and Accumulo, offering hands-on experience with large-scale data processing and machine learning applications such as collaborative filtering, clustering, and classification. By mastering these advanced topics, you'll gain the skills necessary to work with cutting-edge technologies used in cloud-based data processing and scalable machine learning analysis. With practical applications in both reliability management and machine learning, this course prepares you to tackle complex data management challenges, making you well-equipped for careers in cloud computing, distributed systems, and data science.

90/100

CourseAsk score

What the provider tells you: 39/45
Who stands behind it: 35/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

understanding transaction principles
applying concurrency control methods
ensuring database consistency using ACID properties
working with Hadoop, MapReduce, and Accumulo
implementing machine learning applications like collaborative filtering and clustering

Course objectives

develop a solid understanding of reliability protocols
gain hands-on experience with large-scale data processing
prepare for careers in cloud computing, distributed systems, and data science

Machine Learning Cloud Computing #classification #machine learning #mapreduce #data processing #cloud computing #transaction management #distributed databases #data warehousing #clustering #hadoop #collaborative filtering #reliability protocols #Accumulo

$49.00

Price shown by Coursera — confirm on their site.

Enroll on Coursera

You'll be redirected to Coursera to complete enrollment.