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Day 1 - Big Data and Hadoop
1. Introduction to Apache Spark
2. RDD notion
4. Spark Common Operations
5. Playing with RDDs
6. Spark ecosystem with Spark Streaming and MLlib
7. Functional Programming with Scala in Spark Ecosystem
8. Hands on project on Apache Spark
Today, Hadoop and/or spark have become the cornerstone of every business technology professional. To stay ahead in the game, Hadoop has become a must-know technology for the following professionals:
Neelima Vobugari is founder of Tarah Technologies, http://www.tarahtech.com. She is a certified CRM consultant and a certified Data Scientist. She is an alumnus of John Hopkins University, Maryland, where she finished her specialization in Data Sciences. She has worked on interesting real-time data science and customer centric CRM projects. Before starting Tarah Technologies, she worked for giant IT companies including IBM. She was invited by the Chief Minister of Karnataka for the pre-budget session of Karnataka for representing the women entrepreneurs of Karnataka where she suggested the measures to be taken to encourage more women entrepreneurs. She has also attended the International Women Entrepreneur Conference held at Minneapolis, USA in 2013 and represented India.
The trainers are adept in Big Data, Hadoop, Spark and Machine Learning algorithms and have years of industry experience handling projects related Big Data Analytics, Data Science, Cloud Computing. The trainers have great tutoring experience and have been invited to ivy league universities in India and abroad for guest lectures.
He is the President of ACM India. Prior to co-founding Tarah Technologies, he was the Associate Vice President and was heading the research lab at Infosys till oct. 2015. He has rich experience of more than 15 years in IT and Services Industry. He has given expert invited talks across universities in US, China, Australia, Canada, Singapore, UK and India including ivy league universities like CMU, Purdue, RUC etc. He is a prolific, astute researcher who craves for new challenges. He has six granted patents, around 15 filed patents, one published book by Wiley, one book in process, several book chapters, multiple journal and conference papers, to his credit in addition to marquee invited talks and editorial positions. He obtained a doctorate degree in Artificial Intelligence from University of Alberta, Edmonton, Canada. Prior to Ph.D he secured his B.Tech and M.Tech in computer science from premier institutes in India Indian Institute of Technology (IIT), Kanpur and IIT, Mumbai respectively.
2. Trainer 2 is a researcher and a practitioner with 15 years of experience in building frameworks with special interest in service based architecture and mining software artifacts. He has actively published in international conferences on software engineering, software architecture and services computing. He has also spoken at many technical events and conducted workshops at international conferences. He is also actively involved in peer reviewing and is part of IEEE software board. He is registered to PhD program at IIITH, Hyderabad.
He works as Technical Architect in a leading IT Service firm. He has over 9 years of experience in software industry in various technologies and is a proficient leader. He has worked on GWT, Eclipse Plugin development, Lucene, Solr, NoSQL databases etc. He has been invited as a speaker to developer events like ACM Compute, Indic Threads and Dev Camps. In addition to this, the speaker has teaching experience in renowned colleges like IIIT Bangalore, IIIT Jabalpur. He has 3 granted patents. He has presented research papers in world-known conferences on Hadoop, Data Mining, Data Analytics, Machine Learning etc.