DataScience with R Training

DataScience with R Training

Data SciData Science With R Training

Learn how to use DataScience with R from beginner level to advanced techniques which is taught by experienced working professionals. With our DataScience with R Training in Pune, Mumbai, and Thane, you’ll learn concepts in expert level with practical manner.

Batch Schedule for Data Science With R Training

Goals Info Cloud Technologies provides flexible timings to all our students. Here are the Data Science Training Classes Classes in Pune, Mumbai and Thane Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your flexible timings.

11-07-2019 Starts Coming Thursday (Monday – Friday)08:00 AM (IST)Course Fees

15-07-2019 Starts Coming Monday (Monday – Friday)08:00 AM (IST)Course Fees

13-07-2019 Starts Coming Saturday (Saturday – Sunday)11:00 AM (IST)Course Fees

13-07-2019 Starts Coming Saturday (Saturday – Sunday)10:00 AM (IST)Course Fees

Data Science with R Syllabus

GoalsInfo Cloud Technologies boasts of being the Best Data Science training institute in Pune, Mumbai, and Thane. And the syllabus for this course has been broken down below (not in any specific order) for your convenience.

Data Science with Python Training Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

  • 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 (Duration-1hr)

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

Module 3: R Basics (Duration-5hrs)

  • Environment setup
  • Data Types
  • Variables Vectors
  • Lists
  • Matrix
  • Array
  • Factors
  • Loops
  • Packages
  • Functions
  • In-Built Data sets

Module 4: R Packages (Duration-2hrs)

  • DMwR
  • DMwR
  • Caret
  • Lubridate
  • E1071
  • Cluster/fpc
  • Data.table
  • Stats/utils
  • Ggplot/ggplot2
  • Glmnet

Module 5: Importing Data (Duration-1hr)

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

  • Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

  • Central Tendency
  • Mean, Median, and 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
  • Correlation
  • Pearson correlation
  • Positive & Negative correlation
  • Outlier analysis
  • What is an Outlier?
  • Inter Quartile Range
  • Box & whisker plot
  • Upper Whisker
  • catter plot
  • Cook’s Distance
  • Missing Value treatments
  • What is a NA?
  • Central Imputation
  • KNN imputation
  • Dummification
  • Error Metrics Duration-3hr
  • Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score

Module 8: Error Metrics (Duration-3hrs)

  • Correlation
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
  • Regression
  • MSE
  • RMSE
  • MAPE

Module 9: Machine Learning

Module 10: Supervised Learning (Duration-6hrs)

  • 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 (Duration-4hrs)

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 12: Machine Learning using R (Duration-10hrs)

  • Linear Regression
  • Logistic Regression
  • K-Means
  • K-Means++
  • Cart
  • Hierarchical Clustering – Agglomerative
  • CART
  • Random forest
  • Naïve Bayes

FAQ's

Call now: +91 – 99231 15877 and know the exciting offers available for you!

GoalsInfo Cloud Technologies offers 250+ IT training course in more than 20+ branches with 10+ years Experienced Expert level Trainers.

  • Fully hands-on training
  • 30+ hours course duration
  • Industry expert faculties
  • Completed 1500+ batches
  • 100% job oriented training
  • Certification guidance
  • Own course materials
  • Resume editing
  • Interview preparation
  • Affordable fees structure

GoalsInfo Cloud Technologies is the Legend in offering placement to the students. 

More than 2000+ students placed in last year. It has a dedicated placement portal which caters to the needs of the students during placements. GoalsInfo Cloud Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.

  • 92% percent placement record.
  • 1000+ interviews organized.

No worries. GoalsInfo Cloud technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.

GoalsInfo Cloud Technologies provides many suitable modes of training to the students like

  • Classroom training
  • One to One training
  • Fast track training
  • Customized training

You will receive GoalsInfo Cloud Technologies globally recognized course completion certification.

Yes, GoalsInfo Cloud Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.

Please Contact +91 9923115877 Or you can share your queries through [email protected]