DataScience with R Training in Bangalore

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Best DataScience with R Course in Bangalore & Top DataScience with R Training Institute

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Are you looking for the best DataScience with R Training in Bangalore?. Our DataScience with R Training Institute in Bangalore will ensure you to understand the Concepts and terminologies of DataScience with R with both Theory and Practicals to get real-time understanding and Exposure in Learning DataScience with R. Our DataScience with R Syllabus and Course Content is crafted by many MNC HR’s and Experts which is as per current Industry requirements and helps you to be one step ahead in the DataScience with R field compared to other training institutes.

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Bangalore Training Academy  is a prominent name in the bangalore's best DATA SCIENCE WITH R ANALYTICS training institutes. We are one stop solution for people looking for top and best DATA SCIENCE WITH R ANALYTICS training institutes in & at Bangalore. We offer best DATA SCIENCE WITH R ANALYTICS course training at BTM Layout, Marathahalli Bangalore with experienced trainers in DATA SCIENCE WITH R ANALYTICS industry. We provide 100% placement assistance and make you work on live projects. 

Bangalore Training Academy  is rated as one of the Best DATA SCIENCE WITH R ANALYTICS Training Institute in Bangalore based on Google and other third party reviews. We have completed over 5000 Training classes in DATA SCIENCE WITH R ANALYTICS and provided 100% placement assistance to students. Over the past 12 years, Team at Bangalore Training Academy  is dedicated to provide High-Quality Training in DATA SCIENCE WITH R ANALYTICS.

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Bangalore Training Academy  offers the best DATA SCIENCE WITH R  Training in Marathahalli with most experienced professionals. We provide the latest and most advanced industry recognized technology training. Our Trainers are working professionals in the same field from many years with hands on real time DATA SCIENCE WITH R  Project Knowledge. Our experts have designed DATA SCIENCE WITH R  Course Content from basics to advanced levels.  We understand the industry needs and offer the DATA SCIENCE WITH R  Training in Marathahalli in more practical way.

Bangalore Training Academy  is a highly experienced DATA SCIENCE WITH R  Training Institute in Marathahalli. This has helped students to get placed in top MNCs. We Teach DATA SCIENCE WITH R  Course in Marathahalli for working professionals and students. Bangalore Training Academy  provides flexible timings to all our students. And we offer regular training classes, Morning Batches, Evening Batches, weekend training classes, and fast-track training classes for DATA SCIENCE WITH R  Course.

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Bangalore Training Academy  is a highly experienced DATA SCIENCE WITH R  Training Institute in HSR Layout. We provide the latest and most advanced and industry recognized DATA SCIENCE WITH R  Course Training. We provides flexible timings to all our students. And we offer Regular training classes in Morning Batches and Evening Batches we also offer Weekend Training classes and Fast-track Training Classes for DATA SCIENCE WITH R  Course.

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Bangalore Training Academy  is a highly experienced DATA SCIENCE WITH R  Training Institute in Rammurthy Nagar. This has helped students to get placed in top MNCs.  We provide flexible timings to all our students and offer Regular training classes in Morning Batches and Evening Batches, we also offer Weekend Training classes and Fast-track Training Classes for DATA SCIENCE WITH R  Course.

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Trainers at Bangalore Training Academy  are handpicked from DATA SCIENCE WITH R ANALYTICS Industry and they have a minimum of 9 years of experience in implementing DATA SCIENCE WITH R ANALYTICS Technology. All DATA SCIENCE WITH R ANALYTICS Trainers are Professional real-time working consultants who offer hands on experience based on live scenarios.

 

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Course Material for DATA SCIENCE WITH R ANALYTICS Training is designed as per current scenarios and will help students in understanding the DATA SCIENCE WITH R ANALYTICS concepts in detail. Our DATA SCIENCE WITH R ANALYTICS training in Bangalore covers all the topics related to DATA SCIENCE WITH R ANALYTICS Technology and gives a clear understanding of live scenario to students. Our DATA SCIENCE WITH R ANALYTICS experts at Bangalore Training Academy  Training Institute, Bangalore have developed a unique way of teaching DATA SCIENCE WITH R ANALYTICS in an efficient manner.

Bangalore Training Academy  - Best DATA SCIENCE WITH R ANALYTICS training institute in bangalore course highlights:

 

Free Orientation & Demo Classes - Connect with best DATA SCIENCE WITH R ANALYTICS training real time experts, get course related details and career advice.

Hands On Experience - DATA SCIENCE WITH R ANALYTICS Server Access will be provided during the course to practice.

Job Assistance - Our dedicated HR department will help you search jobs as per your module & skill set, thus, drastically reducing the job search time.

Support After You Start Working - Our best DATA SCIENCE WITH R ANALYTICS training expert trainers will provide support to trained students for first 3 months after they start working and gets settled down.

Certification Assistance - Certification is an added value to your profile, We encourage & recommend to do certification in chosen field. Our best DATA SCIENCE WITH R ANALYTICS training experts will provide assistance.

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DATA SCIENCE WITH R ANALYTICS TRAINING COURSE

We cover all the topics from basics to advanced level. Every topic covered under the DATA SCIENCE WITH R ANALYTICS training will be explained in practical ways with examples. Our DATA SCIENCE WITH R ANALYTICS trainers are DATA SCIENCE WITH R ANALYTICS certified experts and experienced working professionals with real time DATA SCIENCE WITH R ANALYTICS projects knowledge.

Would you like to know more details about our best DATA SCIENCE WITH R ANALYTICS training institute in bangalore?

Learn about course details, fee, faculty and class timings.

 


Our DataScience with R Trainers are working professionals with minimum 10+ Years of Expertise in DataScience with R Domain and provide training with real-time projects. To know more about DataScience with R, Book a Free Demo Class today and get an overall idea of what you are going to learn and scope of doing DataScience with R Course as per current Market Trends. We also Provide Lab Facilities, Mock Interviews, Resume Preparation and 100% Placement Assistance to get you placed in DataScience with R

DataScience with R Course Syllabus

1. Introduction to Data Science.

  • What is data science? How Data Science differ from BI and Reporting
  • Who are data scientist? What skill sets are required?
  • What are roles in a data science in project?
  • What is Analytics and Predictive Analytics?
  • Challenges in Using Predictive Analytics.

2. Setting Up the Problem

  • Stages of a data science project.
  • Setting Expectation.
  • Overview with case study

3. Business Statistics

  • Data types
  • Continuous Variable
  • Ordinary Variable
  • Categorical Variables
  • Descriptive Statics
  • Inferential Statics
  • Types of data
  • Population and sampling
  • Measure of Central Tendency
  • Measure of Variability
  • Histogram
  • Box Plot
  • Skewness
  • Kurtosis
  • Random variable
  • Probability Distribution
  • PDF and CDF of Random Variable
  • Expected Value of Mean
  • Variance and Standard Deviation
  • Data Distribution.(Normal Distribution, Binomial Distribution and Gaussian
  • distribution)

4.R Programming

  • What is R?
  • R Data Types in R
  • Types of objects in R – Lists, matrices, arrays, data. Frames etc.
  • Creating new variables or updating existing variables
  • Variable declaration.
  • String Manipulations
  • Writing Function in R
  • Conditional Statement
  • Loops and summaries
  • Importing and Exporting
  • Data Manipulation and Transformation
  • Merging datasets
  • Efficient Data handling in R
  • Interview Question

5. Exploratory Data analysis and Visualization.

  •  Getting data into R – reading from files
  •  Cleaning and preparing the data – converting data types (characters to numeric)
  •  Importance of EDA in Data Science.
  •  Exploring Numerical Data
  •  Numerical Summary
  •  Correlation vs causation
  •  Case study and interview question
  •  Predictive Analytics
  •  Supervised Learning
  •  Simple Linear Regression.
  •  Assumptions
  •  Sum of least squares
  •  Model validation
  •  Error Measurement – RMSE – Root Mean Square Error
  •  Disadvantage of linear Models
  •  Multiple Linear regression.
  •  Multivariate Linear regression.
  •  Interpretation using R Programming
  •  Accuracy measurement
  •  Visualization using ggplot2
  •  Case Study with Interview question

6. Predictive Analytics

  • Supervised Learning
  • Simple Linear Regression.
  • Assumptions
  • Sum of least squares
  • Model validation
  • Error Measurement – RMSE – Root Mean Square Error
  • Disadvantage of linear Models
  • Multiple Linear regression.
  • Multivariate Linear regression.
  • Interpretation using R Programming
  • Accuracy measurement
  • Visualization using ggplot2
  • Case Study with Interview questions

7. Classification

  •  What a Decision Tree Is
  •  How to create a Tree
  •  Classification and Regression Tree.
  •  Algorithms ID3, C4.5, C5.0 with R-Implementation
  •  What can go wrong? (Over fitting)
  •  Accuracy measurement.
  •  Misclassification
  •  Area under the Curve
  •  Interview questions

8. Building Web application with shiny.

  •  Shiny review
  •  Make the perfect plot using shiny
  •  Explore a dataset interactively with shiny
  •  Interview Questions.

9. Model Deployment and Cross validation

  •  Need Cross Validation and k –fold cross validation
  •  Model Deployment

10. Advance Methods

  •  Support Vector Machine
  •  Neural Networks
  •  Introduction of Deep Learning

DataScience with R Trainer Profile & Placement

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BTA Advantage

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DataScience with R training institutes ?

 

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Working Professionals as trainers


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Fees Negotiable?



@ BTA

Very competitive and affordable.


Yes



Min 7+ Years experience



We have a dedicated students portal


All classrooms are Ventilated with power backups.


We pay Rs 1000 for every student you refer.


Yes its very flexible, you can pay the fees in instalment


We Have Excellent Lab Facility and Provide server access


IT consultants,Solutions Architects, Technical Leads


5 ***** ratings from more than 4000 students


Very High


Definitely yes we understand the financial situation of each student


@ Other institutes

Really less fees but compromise with the quality


Very Few



Trainers have less exposure to real time work.


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