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

Ganesh Vishwasrao

Addon Skills PgMP training honed my Program Management skills and enhanced knowledge in much deeper sense. Training truly focussed on strengthening of fundamentals including but not limited to each & every minor aspects of Program Management. The study material, mentorship, Q&A Sessions, support for application writing were extra-ordinary. I strongly recommend Addon Skills to all PMP, PgMP, PfMP aspirants as well as all Corporates for Project Management trainings.

Vishal Nagarkar

I have taken PgMP training from Addon Skills and cleared exam a few days back. 3 months journey with Addon Skills was fruitful. Addon Skills trainer had taken great effort and delivered value from day one. I found him very knowledgeable, experienced, sincere and committed. Undoubtedly he is a very good mentor/coach/trainer. I wish him all the best in his future endeavours

Atul Bansal

There are very few training organization around whose key interest is making sure that their students are not just aiming for the certification but knowledge as well and Addon Skills is one of them. Their Industry Expert trainer hounds his team to make sure everyone studies and give priority to their studies and certification and is available literally 24*7 to respond to any queries one might have. Can not think of anyone else when planning my next skill upgrade than Addon Skills!

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!!

Deepak Gupta

I passed PgMP exam on 12th June 2018. I can confidently say no other study material and QB is needed, if you go to Addon Skills material and Question banks. I have gone through Addon Skills QB two times.

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