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Data Science with R

data-science-with-r data-science-with-r 255 Google reviews 64 students enrolled

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.

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

Data Science with R View Course Schedule

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

Milind Karandikar

Passed my PgMP certification exam. I have attended PgMP training conducted by PMI Mumbai Chapter and Addonskills in the month of September and it was really good and helpful to understand Program Management. As mentor/instructor you are too good Kailash. I liked your study material and the way you discussed minor things as well as explained and clarified the whatever doubts & queries we had raised during the session. I liked your confidence level and involvement towards us for exam preparation to become PgMP certified. I'll definitely recommend other Addonskills as a perfect place for PMP and PgMP training.

Jayshankar Prasad Singh

I am very pleased to share that I have successfully obtained Program Management Professional (PgMP) Credential in my first attempt. PgMP in 2 months, it is indeed a great journey. I attended PgMP certification training from the Addonskills. Most of my success credit goes to Addonskills team to make it so easy for me. Addon Skills training, question banks, ECO sessions helped me a lot. The training helped me to build my concepts, clarify doubts and understood some of the actions in sequences. I will say Questions from questions banks were very close to exam questions. I highly recommend Addonskills for all kind of project /program management training.

Ramesh Potnis

I got acquainted with Addon Skills during my PgMP journey. I could successfully clear this not so easy examination on my first attempt. Addon Skills has very effective style of imparting training which helps the participants / students not only to strengthen their concept but also to prepare from examination point of view. Their study material is very handy to refer especially when your exam date is nearing. Addon Skills, unlike other training organization, keeps in constant touch with their students, ensures that they are on their targeted to path to march towards their goal of certification and guides them whenever and wherever required. I strongly recommend all PgMP aspirants to enroll for Addon Skills training sessions. It will surely help.

Kshitij Gupta

I attended the PfMP training for the November 2020 batch. I would like to mention that Kailash's delivery of the PfMP training along with explaining the core portfolio concepts, related processes, and knowledge areas with real-world experience examples was excellent. I am confident that I will be able to get the certification with this strong platform set and also be able to use it wisely in my work profile effectively. Thank you Kailash and 'Addonskills' for providing this training.

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.

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