Data Science with R Training in Chennai
TIC Academy offers best Data Science with R Training in Chennai by MNC Experts. We believe that learning Data Science with R in mixture of practical and theoretical will be the easiest way to understand the technology in quick manner. We designed this Data Science with R Training from basic level to the latest advanced level. We do guide our participants for respective Certifications which is an added advantage to the current market. Our team of Data Science with R Trainers will be able to handle any kind of real-world scenarios with ease. Because they are working in top MNC’s and they are providing this Data Science with R Training in Chennai as only part-time. Our Data Science with R Training Course syllabus covers, Data Science with R Training Introduction,Types of Data Science with R JobSetting up Data Science with R Environment,Creating Parallel Jobs Accessing Sequential Data,Platform Architecture,Combining Data,Sorting and Aggregating Data,Transforming Data,Repository Functions,Working with Relational Data,Metadata in Parallel Framework,Job Control with lots of live practical examples.
Our training will be handled in either weekday or weekends programme depends on participants requirement. We do offer Fast-Track Data Science with R Training in chennai and One-to-One Data Science with R Training in chennai. Here are the major topics we cover under this Data Science with R course Introduction to R, Understanding R data structure, Importing data, Manipulating Data, Using functions in R,R Programming, Charts and Plots, Machine Learning Algorithm and Statistics. Every topic will be covered in mostly practical way with examples.
TIC Academy located in various places in Chennai. We are the best Training Institute offers certification oriented Data Science with R Training in Chennai. Our participants will be eligible to clear all type of interviews at end of our sessions. We are building a team of Data Science with R trainers and participants for their future help and assistance in subject. Our training will be focused on assesting in placements as well. We have separate HR team professionals who will take care of all your interview needs. Our Data Science with R Training Course Fees is very moderate compared to others. We are the only Data Science with R training institute who can share video reviews of all our students. We mentioned the course timings and start date as well in below.
Data Science with R Training Support
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Data Science with R Training Syllabus in Chennai
Module 1: Introduction to Data Science
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
Module 2: Introduction to R
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R Studio Overview
Module 3: R Basics
- Environment setup
- Data Types
- Variables Vectors
- Lists
- Matrix
- Array
- Factors
- Data Frames
- Loops
- Packages
- Functions
- In-Built Data sets
Module 4: R Packages
- DMwR
- Dplyr/plyr
- Caret
- Lubridate
- E1071
- Cluster/fpc
- Data.table
- Stats/utils
- Ggplot/ggplot2
- Glmnet
Module 5: Importing Data
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to csv file
Module 6: Manipulating Data
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
Module 7: Statistics Basics
- Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
- Standard Deviation
- Data deviation & distribution
- Variance
- Bias variance Trade off
- Underfitting
- Overfitting
- Distance metrics
- Euclidean Distance
- Manhattan Distance
- Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
- Missing Value treatments
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
- Correlation
- Pearson correlation
- Positive & Negative correlation
Module 8: Error Metrics
- Classification
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- Regression
- MSE
- RMSE
- MAPE
Module 9: Machine Learning
Module 10: Supervised Learning
- Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
- Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure
- ROC curve
- Bias Variance Tradeoff
Module 11: Unsupervised Learning
- K-Means
- K-Means ++
- Hierarchical Clustering
Module 12: Machine Learning using R
- Linear Regression
- Logistic Regression
- K-Means
- K-Means++
- Hierarchical Clustering – Agglomerative
- CART
- 5.0
- Random forest
- Naïve Bayes
Data Science with R trainer Profile & Placement
Our Data Science with R Trainers
- More than 10 Years of experience in Data Science with R® Technologies
- Has worked on multiple realtime Data Science with R projects
- Working in a top MNC company in Chennai
- Trained 2000+ Students so far
- Strong Theoretical & Practical Knowledge
- certified Professionals
Data Science with R Placement Training in Chennai
- More than 2000+ students Trained
- 97% percent Placement Record
- 980+ Interviews Organized
Data Science with R training Locations in Chennai
Our Data Science with R Training centers
- Adyar
- Ambattur
- Adambakkam
- Anna Nagar
- Anna Salai
- Ashok Nagar
- Choolaimedu
- Chromepet
- Ekkattuthangal
- Guindy
- Kodambakkam
- Madipakkam
- Mylapore
- Porur
- Saidapet
- T. Nagar
- Tambaram
- Vadapalani
- Velachery
- Villivakkam
- Virugambakkam
Data Science with R training batch size in Chennai
Regular Batch ( Morning, Day time & Evening)
- Seats Available : 8 (maximum)
Weekend Training Batch( Saturday, Sunday & Holidays)
- Seats Available : 8 (maximum)
Fast Track batch
- Seats Available : 5 (maximum)