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

Jyothi Parampalli

Happy to have earned Program Management Professional (PgMP) Certification in my maiden attempt and all credit goes to Addon Skills! I was a student of AddonSkills from 4th Nov '17 and the coaching provided by them gave me enough confidence to appear and clear the exam within two months i.e. on 8th Jan '18. The study materials, question banks & joint session to solve them, sessions around ECO and additional Q&A discussions in the WhatsApp group all contributed towards getting my Program Management concepts strong. The examples were relevant and provided right insight into understanding the scenarios to apply program management best practices.

Raviraj Mundhe

Thank you Addon Skills. Your training programme and training material/notes were very useful and helped me prepare and pass the exam. The support system even after the training is what helps aspirants focus their strategies. Thank you very much for your mentoring support and wish the entire team good luck with the certification training workshops.

Sampanna Aganihotri

I first got associated with Addon Skills in regards to PgMP boot-camp organized by them at Pune location. Thanks to the great learning experience, that I could gain certification in minimal time. AddonSkills on merits of their excellent training and course material, Bonus comes with his personal attention on individual progress until you get certified. Distance or Time difference doesn't matter for them to reach out for help on any PM topics. May it be project or program or portfolio management, I highly recommend to get associated with Addon SKills for any training or consultation. All the very best for future!!

Chirag Kapadia

Senior Project Manager

I have attended Portfolio Management Professional (PfMP) certification training from Addon Skills and Mr. Kailash Upadhyay delivered the training. I must say the training made every concept cleared. Not just the training but the mock test and post training Videos from Addon Skills really helped in this certification journey. The best part of engaging with Addon Skills is the “Telegram” group access where aspiring professionals discuss their doubt and clarifies their assumption about the concept. I am thankful to Addon skills for the training as this was a major contributor in achieving this certification and becoming one among the first 900 PfMP certified professionals in the world.

VIJAYA CHANDRA KONDETI

Excellent

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