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Course Description

Course Objectives

Big Data involves itself with the compilation of unstructured data, while Data Science is all about creating value out of this data. The dual certification course offered by ExcelR trains students in this visible synergy between the macro and micro-segments of Data Analytics. Suited for freshers and professionals, the course equips one to apply the Big Data framework Apache Hadoop to extract useful data and analyze it further as a data scientist. This training is focused on providing knowledge on all the key techniques such as Statistical Analysis, most widely used Regression Analysis, Data Mining Unsupervised learning techniques These techniques will be explained using the best data science tools in the industry - R & Python.

Methodology

  • Lecture with a blend of theoretical & practical exposure
  • Hands-on exercise to reiterate the learning
  • Quizzes to test the understanding
  • Discussions & final exam to attain certificate

Who should attend

  • Candidates aspiring to be Big Data Analysts
  • Analytics Managers / Professionals, Business Analysts, Software Developer
  • Graduates who are looking to build a career in Big Data Administration and Machine Learning
  • Employees of organizations, which are planning to shift to Big Data tools
  • Finally – Students who are aiming to work in the IT Industry

Learning Outcome

  • Be able to install & setup Hadoop & Spark environment for storing and processing the data
  • Be able to understand the advantages of distributed batch processing using the Hadoop Distributed File System (HDFS)
  • Be able to understand the differences in Hadoop 1.x and Hadoop 2.x version and the advantages of latest version
  • Be able to perform exploratory queries on data batches using Spark, including parallel processing
  • Be able to understand Spark RDD optimization techniques
  • Be able to write programs in Big Data domain as per system architecture
  • Understand about the landscape of the various data generation sources
  • Learn about the tools & techniques used in the space of analysing both structured & unstructured data
  • To understand the differences between descriptive analytics & predictive analytics
  • Perform text mining to generate the sentiment analysis of customers
  • To understand the data-driven machine learning approaches in taking critical business decisions
  • To understand on how to build prediction models for day to day applicability
  • To understand on how to perform forecasting to take proactive business decisions
  • Learn about representing data in most representable format using data visualization concepts

Things You Will Learn

  • Introduction to Hadoop
  • HDFS (Hadoop Distributed File System)
  • Map Reduce
  • PIG
  • HIVE
  • SCALA
  • SPARK
  • Data Collection
  • Exploratory Data Analytics
  • Probability and its Distributions
  • Hypothesis Testing
  • Correlation Analysis
  • Regression Analytics
  • Data Mining Unsupervised Learning
  • Text Mining for Unstructured Data
  • Data Mining Supervised Learning / Machine Learning
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Contact Our Team of Experts

Why ExcelR?

FAQs

  • The all new and exclusive JUMBO PASS is the latest initiative taken by ExcelR to offer you access to attend unlimited batches over the course of 365 days. The JUMBO PASS is course specific. You will be able to attend unlimited number of classes for the course of your choice.
  • Data Analytics, Business Analytics & Data Science are the same with just 2 different names. The name of the role of people working in this profession is called as Data Scientist
  • Data analytics is a profession which caught the attention of the world only since 2 years. Because of this very reason most companies are struggling to close the demand-supply gap. Hence, people who are trained and have decent exposure towards the data analytics techniques are recruited immediately
  • There are a lot of job opportunities in various job portals for freshers. The key thing employer would be keen to know is whether you have the conceptual knowledge or not. The projects provided by ExcelR in various concepts will only reinforce your learning to make you market ready for the jobs.
  • We understand that human brain can grasp only so much. Hence, we record all the sessions and provide access to the e-learnings to the trainees for the rest of their life.
  • Yes and No. Yes in the sense programming skills would be required & No in the sense one need not have extremely strong programming skills. However, we at ExcelR ensure that you get sufficient exposure on the statistical programming tool called ‘R’. We start right from the basics assuming you do not have any exposure towards programming.
  • Salaries range varies based on experience, industry, domain, geography & various other parameters. However, as a general thumb rule, we can apply the following formula: Salary = No. of years of experience * 3 Lacs per annum (India – INR) Salary = No. of years of experience * $ 1200 to $1500 per annum (Overseas – USD)
  • R has approximately 50% market share & it is open source (free of cost). Hence, R is very lucrative in the analytics space. Almost all the jobs are asking for experience & exposure in R. Demand for other statistical tools is decreasing steadily & hence it is recommended to be futuristic and invest time in learning R.

Global Presence

ExcelR is a training and consulting firm with its global headquarters in Houston, Texas, USA. Alongside to catering to the tailored needs of students, professionals, corporates and educational institutions across multiple locations, ExcelR opened its offices in multiple strategic locations such as Australia, Malaysia for the ASEAN market, Canada, UK, Romania taking into account the Eastern Europe and South Africa. In addition to these offices, ExcelR believes in building and nurturing future entrepreneurs through its Franchise verticals and hence has awarded in excess of 30 franchises across the globe. This ensures that our quality education and related services reach out to all corners of the world. Furthermore, this resonates with our global strategy of catering to the needs of bridging the gap between the industry and academia globally.

ExcelR's Global Presence

Accolades

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