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Machine Learning using R Training in Bangalore Course Description

Hello, I would like to enhance my skills by taking the Machine Learning course.

Hi, Welcome to TIB Academy. We are the best Machine Learning training institute in Bangalore. We can certainly offer you high quality training with placement assistance.

May I know your current profile, so I can get to understand you a bit and assist you in the right way.

I’m a team lead and I already have work experience on the concepts such as data warehousing and data analytics. My overall experience on data analytics is 6 yrs. I have a project related to Machine Learning. So I’m planning to take Machine Learning coaching in Bangalore.

That’s great.

Machine learning is a recent technology based on AI (Artificial Intelligence). Using AI, a software application can run its sequential tasks intelligent and independent manner without any logical programming. The AI application can generate an effective throughput  by applying statistical and predictive machine learning algorithms and analysis to the existing data. Data collection, data preparation, data modelling, data model testing and performance monitoring are the five phases of machine learning. It can be applicable in many real-time environments like healthcare domain, face recognition and tagging features in social networks, spam detecting in mailbox, relevant ad displays etc.

Oh that’s nice to know. Is there any prerequisite to learn Machine Learning?

You are already familiar with the data warehousing and analytical and statistical concepts right? So, this course will be quite easy for you to learn and grasp the concepts quickly. Otherwise, we are here to help you from the basics.

Great! What do you cover in the Machine Learning course?

Our machine learning course using R’s syllabus is designed by highly experienced professionals. It comprises of some highlighting concepts such as statistics, workflow of R tool, data mining, reporting/visualization, fundamental of SQL, classified algorithms, statistical concepts, supervised, unsupervised machine learning algorithms and lot more. Please check below for a detailed syllabus.

What sort of trainers do you have? Are they full time trainers with you?

No, Absolutely not! All our trainers are industrial experts, working in MNCs and top Corporates. They are highly qualified and have years of experience in handling real-time issues in the IT environment. They will guide you, coach you and train you to become a seasoned machine learning expert.

That’s really good, can I expect any project and placement support from your end?

Our Machine Learning training in Bangalore will surely help you from basics. The entire course will be equipped with regular hands-on and live project. Our trainers are dealing with real-time scenarios in their workplace. So you can gain the complete project guidance from our industrial experts as per your requirements.

Our project support and interview preparation sessions throughout the course and at the end of the session will boost your confidence and our connections to the job world will help you achieve the job you wish, provided you put your sincere efforts and grab the opportunities.

OK great! What are the class timings?

We can train to students’ convenience by taking both Machine Learning online course and classroom course in Bangalore. Our training schedule will be during early mornings, late evenings and weekends, as trainers are not available during working weekday hours.

We are operating from Marathahalli providing the best Machine Learning course in Bangalore with placement support.

Machine Learning Training Duration

Regular Classes (Morning, Day time & Evening)

Duration: 40 – 45 hrs.

Weekend Training Classes (Saturday, Sunday & Holidays)

Duration: 5 weeks

Fast Track Training Program (5+ hours daily)

Duration: within 20 days.

Machine Learning Training in Bangalore Features

  • Backup Machine Learning Classes
  • Experienced Machine Learning Trainers
  • Machine Learning Online Training
  • Machine Learning Classroom Training
  • Machine Learning Corporate Training
  • Affordable Machine Learning Training Cost
  • Machine Learning Course Completion Certification
  • Personality Development Training
  • Hands-on Training
  • Resume Preparation
  • Career Counselling
  • Placement Assistance
  • Live Project Support
  • Free Wi-Fi
  • Free Parking Facility

Call to Training in Bangalore (TIB Academy)

+91 9513332301

+91 9513332302

+91 9513332303

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Machine Learning Using R Training in Bangalore Syllabus

Introduction to R

  • What is R?
  • Why R?
  • Installing R
  • R environment
  • How to get help in R
  • R console and Editor
  • R Studio
  • Variables in R
  • Scalars
  • Vectors
  • Matrices
  • List
  • Data frames
  • Using c, Cbind, Rbind, attach and detach functions in R
  • Factors

Data Processing using R

  • Reading Data
  • Writing Data
  • Slicing of Data
  • Merging Data
  • Apply functions

Programming in R

  • If
  • For
  • While
  • Repeat
  • Break
  • Return
  • Functions
  • Name matching of arguments

Graphics Using R

  • Box plot
  • Histogram
  • Pareto charts
  • Pie graph
  • Line chart
  • Scatterplot
  • Developing graphs

Machine Learning

  • Simulation (Sampling from Probability Distributions)
  • Supervised and Unsupervised Learning
  • Regression
  • Prediction
  • Forecasting
  • Dimension reduction (Principal Component Analysis)
  • Decision Tree
  • Anomaly Detection in data
  • Data clustering (k-means)
  • Classification (k- nearest neighbor)
  • Classification (Support Vector Machine)
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