Name: Big Data: Apache Spark and Python
SKU: 90435
Availability: InStock

Overview

This course will help you learn the in-depth concepts of Sparks Resilient Distributed Datastores, develop and grab the Spark jobs quickly with Python. By the end of this course, you may expect to understand scaling up to larger data sets using Amazon’s Elastic MapReduce services and understand how Hadoop YARN distributes Spark across computing clusters.

Learning Outcomes

Frame Big Data analysis problems as Spark problems.
Use Amazon’s Elastic MapReduce service to run your job on a cluster with Hadoop YARN.
Install and run Apache Spark on a desktop computer or on a cluster.
Use Spark’s Resilient Distributed Datasets to process and analyze large data sets across many CPU’s.
Implement iterative algorithms such as breadth-first-search using Spark.
Use the MLLib machine learning library to answer common data mining questions.
Understand how Spark SQL lets you work with structured data.
Understand how Spark Streaming lets your process continuous streams of data in real time.
Tune and troubleshoot large jobs running on a cluster.
Share information between nodes on a Spark cluster using broadcast variables and accumulators.
Understand how the GraphX library helps with network analysis problems.

Career Opportunities

In the entire world, Developers are leveraging the Spark framework in different languages. Such as Scala, Java, and Python. Basically, Apache Spark offers flexibility to run applications in their favorite languages. Also allows building new apps faster.

Around the globe, some large organizations have taken spark very seriously. Some popular companies like Amazon, Yahoo, Alibaba, eBay, Hitachi, Shopify, and many more. They have invested in talent around Spark. There is some ratio, in which jobs are available, such as in the batch processing of large data sets, 78% of them are engaged. Also, for event stream processing 60% required as support. Similarly, for fast, real-time data querying, around 56% are there. Moreover, at enhancing programming productivity 55% are aiming. Furthermore, there are some huge opportunities across industry segments, that includes

Telecommunication/Networking
Banking and Finance
Retail
Software
Media and Entertainment
Consulting
Healthcare
Manufacturing
IT
Professional scientific and technical services

Sample Award

REQUESTING FOR COMPLETION CERTIFICATION (additional, optional service)
It is possible that you desire to celebrate your accomplishment in completing courses in our reskilling programme by receiving relevant, verifiable, nationally recognized and internationally accredited professional qualifications (digital copy) that correspond to the course(s) you had undertaken and successfully concluded. This is possible at an affordable fee as follows:

Completed one course – Eligible for PROFESSIONAL CERTIFICATE (FOUNDATION LEVEL) @ 29 Euro only
Completed two courses – Eligible for PROFESSIONAL CERTIFICATE (PRACTITIONER LEVEL) @ 39 Euro only
Completed three courses – Eligible for PROFESSIONAL CERTIFICATE (EXPERT LEVEL) @ 49 Euro only
Completed four courses – Eligible for PROFESSIONAL CERTIFICATE (MASTER LEVEL) @ 59 Euro only
Completed five courses – Eligible for PROFESSIONAL DIPLOMA @ 69 Euro only
Completed six courses – Eligible for PROFESSIONAL HIGHER DIPLOMA @ 79 Euro only
Completed seven courses – Eligible for PROFESSIONAL POST GRADUATE CERTIFICATE @ 89 Euro only
Completed eight courses – Eligible for PROFESSIONAL POST GRADUATE DIPLOMA @ 99 Euro only

To request for a digital copy award, please contact: [email protected]

Note: Since you are permitted to select the course(s) that are most useful to your own job roles, the specialization field mentioned on the qualification ordered will be determined by you. In other words, you would decide what to call your qualification. For example, if you had completed three courses, namely, Body Language for Professional Success, Public Speaking, and Workplace Communication, you could then choose to request your award to be granted with the name ADVANCED COMMUNICATION SKILLS, or PROFESSIONAL COMMUNICATION SKILLS, or any others, as per your own liking and choice. Hence, your full qualification will be called “PROFESSIONAL CERTIFICATE (EXPERT LEVEL) in ADVANCED COMMUNICATION SKILLS”