Data Science Training

Course Overview

Data Science also called as data-driven science. Data science is order to solve analytically complex problems. It is a multidisciplinary field of data inference, algorithm development, and technology improvement from various forms. Data Science is similar to Data mining. It is used by mathematics, statistics, computer science, information science, machine learning, data mining, data visualization, databases, classification, cluster analysis and data quantification. Greens Technologys helps to get up to date knowledge in Data science.

Data Science Training in Chennai Anna Nagar:

Training in Anna Nagar is one of the best Data Science Training Institutes in Chennai. We are focusing Placement based hands-on training for Data Science Course to students. Our Data Science Course Trainers are taking the classes from basic level to Advanced Level. Our Students can get the job easily in MNC companies in Chennai and Bangalore once complete their Data Science Classes. Our Data Science Course content and syllabus are revised monthly once by our experienced trainers. Our Data Science training syllabus is designed for fulfilled to our student’s needs. Students can get the up-to-date technical knowledge in Data Science field. Our 6+ years of experienced trainers are working hard to improve their student knowledge and helps to attend the interviews confidently.

Our Training center offering Data Science Training in various places around the Chennai. We are providing well infrastructure with fully equipped lab facilities to our students. We pay more attention to the needs of our students. Already we have trained more than 200+ Students in Chennai with placement. Data Science Training timing schedule on weekday classes, Weekend classes, Evening classes and Fast Track classes. Our Data Science Course fees is based on student’s requirement and value for money. After completing Data Science Classes, providing free resume building classes, Aptitude classes, Mockup Interview Sessions.

Our Data Science Course syllabus covering some important topics like Introduction to R Programming, R Data Structure, importing data, manipulating data, Using functions in R, R Programming, charts and plots, Machine Learning Algorithm, Statistics, Data science real-time project and Data science placement training in Chennai.

Data Science Training in Chennai syllabus:

1.Introduction to R

  • What is R?
  • Why R?
  • Installing R
  • R environment
  • How to get help in R
  • R Studio Overview

2. Understanding R data structure

  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Cbind, Rbind, attach and detach functions in R
  • Factors
  • Getting a subset of Data
  • Missing values
  • Converting between vector types

3. Importing data

  • Reading Tabular Data files
  • Reading CSV files
  • Importing data from excel
  • Loading and storing data with clipboard
  • Accessing database
  • Saving in R data
  • Loading R data objects
  • Writing data to file
  • Writing text and output from analyses to file

4. Manipulating Data

  • Selecting rows/observations
  • Rounding Number
  • Creating string from variable
  • Search and Replace a string or Number
  • Selecting columns/fields
  • Merging data
  • Relabeling the column names
  • Data sorting
  • Data aggregation
  • Finding and removing duplicate records

5. Using functions in R

  • Apply Function Family
  • Commonly used Mathematical Functions
  • Commonly used Summary Functions
  • Commonly used String Functions
  • User defined functions
  • local and global variable
  • Working with dates

6. R Programming

  • While loop
  • If loop
  • For loop
  • Arithmetic operations

7. Charts and Plots

  • Box plot
  • Histogram
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing graphs
  • Cover all the current trending packages for Graphs

8. Machine Learning Algorithm:

  • Sentiment analysis with Machine learning
  • C 5.0
  • Support Vector Machines
  • K Means
  • Random Forest
  • Naïve Bayes algorithm

9. Statistics:

  • Correlation
  • Linear Regression
  • Non-Linear Regression
  • Predictive time series forecasting
  • K means clustering
  • P value
  • Find outlier
  • Neural Network
  • Error Measure

10. Leading Topics:

  • Overture of R Shiny
  • What is Hadoop
  • Integration of Hadoop in R
  • Data Mining using R
  • Clinical research preface in R

Types of Data Science Courses in Greens Technology Anna Nagar Chennai:

  1. Data Science with SAS
  2. Data Science with R
  3. Certified Data Scientist with Python course
  4. Data Science with Advanced SAS: Macros & SQL
  5. Machine Learning for Data Science and Analytics
  • API in R (Twitter and Facebook)
  • Word Cloud in R

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