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

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.

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!

Nitin Rai

Addon Skills sheer committment anf focused approach toward each and every aspirant ensures every aspirant achieve their goal. I must say their overall training approach, study materials, question bank, post training support helped me alot in my journey of PgMP certification. Best part of joining your course is that you will get introduced to multiple aspirant who have same goal as you and interaction with same group help you to not only clear your doubt and query but also stay motivated and focused for exam, Also the process of un-learn few of our way of doing things and re-learn few new things as per PMI way. This is where your help comes very handy. Lastly, I want to wish all the very best to all PgMP aspirant.

Venkatramnath Vyasarayani

Recently, I undertook training program with Addon Skills in Program Management to build and equip skills to appear for PgMP certification. I have sixteen plus years of experience in IT and have been attending several training courses, I am not so very easily impressed, reserved with my praise, and do not usually complete surveys. But, Addon Skills and its instructor Kailash Upadhyay were excellent, his knowledge combined with his experience on the subject could be rated as one among the "best in the industry" and certainly the best experience I had so far. His passion towards the subject, and the concern he had for the attendees taking training were impeccable. The best part was that the course does not stop with training, but post training , Addon Skills set up technical discussion forum, built and shared very good study materials, videos, trail question banks, couple with many sample scenarios, these clubbed with availability of trainer for any questions gives the extra advantage and make you feel comfortable that you are not left alone. Kailash with his knowledge had seamlessly walked all of us (my training batch mates) through the breadth of information even though it was remote environment. He did a fabulous job pacing everything and addressing all the questions/queries raised by the participants. I bet my 10cents on Addon Skills and its Trainer Kailash U, Addon Skills is my GoTo place for any of the management training, consultations for setting up or transforming your program to success.

Jeeva Iyer

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

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