edX You will learn fundamental techniques, such as data mining and stream processing. You will also learn how to design and implement PageRank algorithms using MapReduce, a programming paradigm that allows for massive scalability across hundreds or thousands of servers in a Hadoop cluster. You will learn how big data has improved web search and how online advertising systems work.
Course Objectives:
- Knowledge and application of MapReduce
- Understanding the rate of occurrences of events in big data
- How to design algorithms for stream processing and counting of frequent elements in Big Data
- Understand and design PageRank algorithms
- Understand underlying random walk algorithms.
Recommended Background
- Recommended for individuals heading towards a career in data science / currently in a business data analyst/ data scientist role.
Course ID
ED138
Skill Focus
Intermediate
Instructor(s)
edX
Employee Type
New applicants, Leadership
Method of Delivery
Online
Estimated Effort
100 hrs
Cost
Contact for Pricing
Certification is paid for $ 199.00 ; Full financial aid available for certification