Data Science
Rapid expansion in the world of big data and data analytics has created a huge demand for data scientists; experts in the field who can mine the data and extract valuable information from it. Data scientists redefine the role of the business analyst, by examining big data from multiple sources. Through intelligent application of analytic tools and techniques, they get valuable insights that can provide business advantage, or address complex issues related to the formulation of business strategy. They question, analyse, take informed decisions and recommend solutions to take the business forward.
Data Science graduates who understand the basics of machine learning, including data mining and predictive analytics, are in great demand across the globe. Our course combines R programming, Hadoop and Machine Learning implementation with Apache Mahout for the discerning Data Science student.
On successful completion of the course, you will receive a Course Completion Certificate from KnowledgeHut with Credits (1 credit per hour of training).
What you will learn
On successful completion of the course, candidates will be able to:
- Understand the responsibilities of a Data Scientist
- Analyse Big Data using R, Hadoop and Machine Learning.
- Learn about the processes involved in the Data Analysis Life Cycle
- Learn how to use data formats including XML, CSV and SAS, SPSS
- Transform data using best practices and tools
- Learn to implement various Data Mining techniques
- Understand the use of machine learning algorithms in R
- Analyse data using Hadoop Mappers and Reducers
- Learn the basics of Apache Mahout
- Follow best practices in data visualization and optimization techniques
