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Data Science with R

data-science-with-r data-science-with-r 315 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

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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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Narayanaswami Venkataramanan

I had to get PgMP certification in about 6 weeks and that is when I got to know about Addon Skills from a few of my colleagues. Having gone through the online training and successfully completing the PgMP Certification in a month's time, I can confidently say that Addon Skills courseware and training methodology are unmatched if anyone wants to get PgMP certified. Thank you Addon Skills team for all your guidance and support in my PgMP challenge of getting certified in 1 month time at first attempt.

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I recently availed the services of Addon Skills for preparing for Program Management certification and was highly impressed by the knowledge of the trainer and the dedication of the team . Kailash Upadhyay - Trainer/Coach is a certified professional with years of experience and that was evident by the kind of examples and scenarios he presented during the training sessionssessions to simplify the concepts and lead the thought process to the PMI way of thinking. The training sessions were well structured and as an Addon Skill member you also get access to the Study material and Practice questions which help you in refreshing and testing your knowledge after the training is over as well. I found Kailash to be dedicated towards the success of his students and really appreciate the way he encouraged and ensured participation from the team over the virtual sessions. I look forward to leverage his expertise for the certification and wish Addon skills good luck in their journey to become a trusted leader in providing Training and other certification related services. If highly recommend Addon Skills as a Go To institute for trainings and PMI certification related services. It is not often that you see such a dedicated team who will support you and your journey with such zeal and passion. Thank you Addon Skills.

Dr. Chandramouli Subramanian

Attended Pfmp training by Addon skills, Mr. Kailash in the month of Oct 2020. it was a wonderful experience refreshing PPP concepts. He is passionate about explaining all doubts in detail. value delivered clearly aligned with the stated and unstated goals. He reinforced all important points. His tips on how to fill application was a value Added: He took the entire training concisely. I recommend this to all portfolio managers.

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Excellent training skills!!! Thank you Kailash Upadhyay Sir for your interactive PMP training.

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