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Learn Spark, Spark RDD, Spark Streaming, Kafka, SparkR, SparkSQL, MLlib, and GraphX From Industry Experts
The Electronics & ICT Academy program is sponsored by the Ministry of Electronics and Information Technology, Govt. of India.
The E&ICT Academy IIT Roorkee conducts short courses/FDPs in the emerging areas to enrich & upgrade subject knowledge and technical skills benefiting faculty, working professionals and Govt. employees.
The trained beneficiaries are expected to create a cascading effect, transforming the competencies and standards in the parent institutes/organizations.
E & ICT Academy IIT Roorkee supported by Ministry of Electronics and Information Technology ( MeitY) with CloudxLab as industry partner, is conducting a training program in Big Data with Hadoop and Spark.
In this specialization, you will learn Spark to drive better business decisions and solve real-world problems.
There is massive growth in the big data space, and job opportunities are skyrocketing, making this the perfect time to launch your career in this space.
The E&ICT courses lay special emphasis on hands-on learning with participation from industry experts. These programs also enable the participants and institutes to build industry connects, upgrade lab facilities and create opportunities for collaboration.
E&ICT courses are at par with QIP for recognition/credits.
As of now the E&ICT Academy, IIT Roorkee has conducted 91 courses and trained over 5,000 beneficiaries.
For more details, please visit the E&ICT Academy (IIT Roorkee) official website here: https://eict.iitr.ac.in/
This is the second course in the specialization. In this course, we start with Big Data and Spark introduction and then we dive into Scala and Spark concepts like RDD, transformations, actions, persistence and deploying Spark applications. We then cover Spark Streaming, Kafka, various data formats like JSON, XML, Avro, Parquet and Protocol Buffers. We conclude the course with very important topics such as Dataframes, SparkSQL, SparkR, MLlib and GraphX.
Each topic consists of high-quality videos, slides, hands-on assessments, quizzes and case studies to make learning effective and for life. With this course, you also get access to real-world production lab so that you will learn by doing.
1. Generate movie recommendations using Spark MLlib
2. Derive the importance of various handles at Twitter using Spark GraphX
3. Churn the logs of NASA Kennedy Space Center WWW server using Spark to find out useful business and devops metrics
4. Write end-to-end Spark application starting from writing code on your local machine to deploying to the cluster
5. Build real-time analytics dashboard for an e-commerce company using Apache Spark, Kafka, Spark Streaming, Node.js, Socket.IO and Highcharts
Our Specialization is exhaustive and the certificate rewarded by us is proof that you have taken a big leap in Big Data domain.
The knowledge you have gained from working on projects, videos, quizzes, hands-on assessments and case studies gives you a competitive edge.
Highlight your skills on your resume, LinkedIn, Facebook and Twitter. Tell your friends and colleagues about it.
Complete at least 60% of the topics of the course along with project 'Log Parsing'. All the above requirements need to be met within 60 days from the course enrollment date to be eligible for the certificate.
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If you are unhappy with the product for any reason, let us know within 7 days of purchasing or upgrading your account, and we'll cancel your account and issue a full refund. Please contact us at email@example.com to request a refund within the stipulated time. We will be sorry to see you go though!
Basics Of SQL. You should know the basics of SQL and databases. If you know about filters in SQL, you are expected to understand the course.
A know-how of the basics of programming. If you understand 'loops' in any programming language, and if you are able to create a directory and see what's inside a file from the command line, you are good to get the concepts of this course even if you have not really touched programming for the last 10 years! In addition, we will be providing video classes on the basics of Python and Scala.
You need to complete at least 60% of the topics of the course along with project 'Log Parsing'. All the above requirements need to be met within 60 days from the course enrollment date to be eligible for the certificate. After completing the projects, please send an email to firstname.lastname@example.org. We will forward your details to EICT, IIT Roorkee and EICT will be issuing your certificate. Please note that it may take 3-7 days to issue the certificate.
We have created a set of Guided Projects on our platform. You may complete these guided projects and earn the certificate for free. Check it out here
Have more questions? Please contact us at email@example.com