data-science-with-r

Data Science with R

OUR ALUMNAE

Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results

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DESCRIPTION

R is an open source interpreted programming language for statistical computing and graphical visualization. R is widely used for data mining, statistical software, and data analysis.

This 100-hour classroom course introduces the students with fundamentals and advanced level of R programming, right from data types, vectors, matrices, controls, loops, functions, packages, importing data, visualization, to packages like - dplyr, caret, tidyr, stringr, ggplot2, shiny. Once, students are conversant with R, a detailed study of data science which includes data mining & machine learning, starts using R. Machine Learning covers the linear & generalized linear models, KNN, Naïve Bayes, Tree based models, SVM, K-means, Association rule, performance measures, dimension reduction techniques, randomization, cross validation, bootstrapping, ROC & AUC, and confusion matrix. 

This course prepares one on the practical applications of Machine Learning algorithms & techniques using R. Students can start solving the real-world problems.

  • Project Work
  • Installing R studio, programming basics, features, data types, vectors, matrices, controls, loops, and functions
  • Packages:

                + Importing data from excel, web & databases

                + Data pre-processing – Missingness, outliers, errors

                + Manipulating data - Imputing

                + Visualization & spatial packages

                + Modelling data using various data mining algorithms 

                + Report & result – R markdown, shiny

                + Timeseries & financial data – zoo, xts, quantmod

                +Project using R and Machine Learning concepts

  • Basic knowledge of Linear Algebra, Calculus, Statistics, and Probability.
  • Knowledge of basics of programming

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Our Testimonials

Rohit Kapoor

I attended certification training from the Addonskills. Very much pleased with the professionalism, dedication, and timely help from the team. The direction and study material shared by Addonskills really helped me to grasp the concept on the fast track and saved a lot of time for me. One to one interaction with the mentor on doubts made me comfortable for the exam and real-world challenges. I highly recommend Addonskills for all kind of project management training and advisory/consulting services for the corporate.

Krunal Vilkar

I attended the Add-on Skills PMP course in June 2017.Great course content, informative, practical and interesting. Practical tips on how to approach study. Access to vital simulation exams, email and 24X 7 support from Add-on Skills.One of the best courses I have ever attended.

Noor Shaikh

I have attended the PgMP training from Addon Skills in the month of February 2017.Trainers are highly professionals who share deep knowledge in the subject with the real time experience which helped me to understand the program management concept. Even after the completion of course they followup on study, guidance on exam form filling and the approach to solve the questions is commendable. Addon Skills boosted moral every time when I felt low in confidence. I recommend Addon Skills to those who aspire to become PMP or PgMP or PfMP certified because they are the best. Thanks a ton, Addon Skills for your instructions and guidance. Your training was absolutely the reason I was able to master this material so fast and pass PgMP exam.

Sandeep Singh

The Best PMI training certification programs; associated with the best trainer Mr. Kailash. I would say, I should have enrolled much earlier for the PgMP; if I would have known the quality and the support that is 100% definitely!!!

Jeeva Iyer

Excellent trainer for PMP and PMI related certifications. Very practical approach and exam oriented as well.

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