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.
- 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.
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
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]
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