Besant Technologies offers the best DataScience with R Training in Marathahalli with the aid of the most talented and well experienced professionals. Our instructors are working in DataScience with R and related technologies for quite a number of years in leading multi-national companies around the world. What makes us trusted masters in this field is the fact that we are clearly aware of industry needs and we are offering training in a very much practical way.
Our team of DataScience with R trainers offers DataScience with R Training in various different modes such as Classroom training, DataScience with R Online Training, DataScience with R Corporate Training, Fast track training, and One-to-One training. Our team of experts has framed our DataScience with R syllabus to match with the real world requirements and industry expectations right from beginner level to advanced level. Our training will be held either on weekdays or weekends depending upon the participant’s requirement.
The major topics we cover under this DataScience with R course Syllabus are included Introduction to R, Understanding R data structure, Importing data, Manipulating Data, Using functions in R, R Programming, Charts and Plots, Machine Learning Algorithm, Statistics, Leading Topics with real-time experience.
Every topic will be covered in the most practical way with the assistance of various real time examples. And also we will give overview on Artificial Neural Networks and Support Vector Machines, Bagging and Boosting, Dimensionality Reduction, R Use Case : Advanced Methods
Besant Technologies Provides DataScience with R Training Courses in Marathahalli & BTM Layout at Bangalore. Our Training Institute has now started providing certification oriented DataScience with R Training in Bangalore. Our participants will be eligible to clear all type of interviews at the end of our sessions. We are building a team of DataScience with R trainers and participants for their future help and assistance in subject. Our training will be focused on assisting in placements as well. We have a separate HR team professionals who will take care of all your interview needs. Our DataScience with R Training Course Fees is very moderate compared to others. We are the only DataScience with R training institute who can share video reviews of all our students. We mentioned the course timings and start date as well below.
Data Science with R Syllabus
- What is Data Science?
- What is Machine Learning?
- What is Deep Learning?
- What is AI?
- Data Analytics & it’s types
- What is R?
- Why R?
- Installing R
- R environment
- How to get help in R
- R Studio Overview
- Environment setup
- Data Types
- Variables Vectors
- Lists
- Matrix
- Array
- Factors
- Data Frames
- Loops
- Packages
- Functions
- In-Built Data sets
- DMwR
- Dplyr/plyr
- Caret
- Lubridate
- E1071
- Cluster/fpc
- Data.table
- Stats/utils
- Ggplot/ggplot2
- Glmnet
- Reading CSV files
- Saving in Python data
- Loading Python data objects
- Writing data to csv file
- Selecting rows/observations
- Rounding Number
- Selecting columns/fields
- Merging data
- Data aggregation
- Data munging techniques
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
- Data deviation & distribution
- Variance
- Underfitting
- Overfitting
- Euclidean Distance
- Manhattan Distance
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
- Pearson correlation
- Positive & Negative correlation
- Confusion Matrix
- Precision
- Recall
- Specificity
- F1 Score
- MSE
- RMSE
- MAPE
- Linear Equation
- Slope
- Intercept
- R square value
- ODDS ratio
- Probability of success
- Probability of failure
- ROC curve
- Bias Variance Tradeoff
- K-Means
- K-Means ++
- Hierarchical Clustering
- Linear Regression
- Logistic Regression
- K-Means
- K-Means++
- Hierarchical Clustering – Agglomerative
- CART
- 5.0
- Random forest
- Naïve Bayes
Module 1: Introduction to Data Science (Duration-1hr)
Module 2: Introduction to R (Duration-1hr)
Module 3: R Basics (Duration-5hrs)
Module 4: R Packages (Duration-2hrs)
Module 5: Importing Data (Duration-1hr)
Module 6: Manipulating Data (Duration-1hr)
Module 7: Statistics Basics (Duration-11hrs)
Central Tendency
Probability Basics
Standard Deviation
Bias variance Trade off
Distance metrics
Outlier analysis
Missing Value treatments
Correlation
Module 8: Error Metrics (Duration-3hrs)
Classification
Regression
Module 9: Machine Learning
Module 10: Supervised Learning (Duration-6hrs)
Linear Regression
Logistic regression
Module 11: Unsupervised Learning (Duration-4hrs)
Module 12: Machine Learning using R (Duration-10hrs)
DataScience with R certification Training in Marathahalli
We will guide you to clear the (Microsoft Professional Program Certificate in Data ScienceCertification) that we are providing is an integrated process that consists of a series of classes and expert lecture sessions. By the end of the certification process, we conduct assessments to test your skills and later award you with certificate as an indicator of your expertise in the subject and technology.
I would like to thank Besant Technologies for their wonderful support and the assistance offered during the course of my DataScience with R training process. The trainers were extremely experienced and resourceful which helped us in getting a better grasp on all the subjects. Also, the study materials which were provided was of immense value
The training I obtained in Besant Technologies has helped me a lot in gaining knowledge about DataScience with R Technology. I will now recommend Besant Technologies to all my friends and family. Their training has played a major role in aligning my focus with technology and being able to comprehend it.
Key Features
- Qlikview: 30 – 45 Days Practical Classes
- In Class, You Get In-Depth Practical Knowledge on each Topic
- Weekdays Classes
- Weekend Classes
- Location: Courses are run in our Bangalore training centres (BTM Layout, Marathahalli, Jayanagar)
- Can be on-site at client locations (Corporate Training and Online Sessions)
- Pay only after Attending FREE DEMO CLASS
- Highly cost effective Training Fees
- Real Time Case Studies To Practice
- Free Wifi to learn subject
- Latest Study Material
- Attend 1st Class Free
- Fast Track courses
TIM Training Academy enjoys strong relationship with multiple staffing companies in India and have +60 clients across the globe. If you are looking out for exploring job opportunities, you can pass your resumes once you complete the course and we will help you with 100% job assistance.
- Lots of MNC Companies and Recruitment Firms contacts us for our students profiles on regular basis
- We help our students prepare their Resumes
- We Provide Assistance for Interview Preparation
- Latest and Update Course Contents as per corporate standards.
- ONE-to-ONE Tuitions to make Students Data Analytics Experts
We provide 24X7 support by email for issues or doubts clearance for Class Room training.
Why We are No.1 Institute in Bangalore?
- Experienced MNC Trainers
- Best Infrastructure in Bangalore
- Quality Based Training
- 100% Placement Assistance
- Learn,Improve and Achive