Projects
Assignments
Overview
Data Science training will help you prepare to move a step forward to becoming a Data Scientist who works majorly in R. Learn data science and You will have good exposure to building predictive models using machine learning on your own.
Objectives
At the end of Intro to Data Science training course, participants will be able to
Prerequisites
There is no specific pre-requisite for the course however exposure to core Java and statistics will be beneficial.
Course Outline
Statistics Essentialsedforce2021-06-30T14:04:21+05:30
- Introduction to Statistics
- Types of Statistics
- Measures of central tendency
- Measure of dispersion
- Visualization Techniques
- Bias, Skews, Percentiles and Ranges
- Probability
- Bayes Theorem and Decision Tree
Analysis & Visualization with Redforce2021-06-30T14:05:31+05:30
- R packages
- Understanding Vectors in R
- Data Manipulation Techniques
- R functions
Data Analysis with Hadoop, Pig and Hiveedforce2021-06-30T14:05:37+05:30
- Basic YARN and Map Reduce
- Pig
- Hive
Apache Sparkedforce2021-06-30T14:05:44+05:30
- Core Spark
- Resilient Distributed Datasets (RDDs)
- RDD operations
- Spark Cluster Managers
- Spark Abstractions
