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

Mangesh Kakade

I took the PgMP course with AddonSkill to enhance my Program Management skills on my present job. AddonSkill drives for result by providing personal level engagement, indebt knowledge sharing, practical experience/ applications sharing for major cross vertical industries helped to enhance my professional potential. I recommend AddonSkill to everyone as they are really very professional organization and serving the project management community.

Albert D'costa

Everything that I learnt and practiced about Project & Program Management comes through Addon Skills. Addon Skills provided valuable advice and most importantly acted as a sounding board and wise counselor. Thank you for making an amazing difference to my career!

Sureshkumar Somanathan

I have attended PgMP virtual session from Addon Skills during Feb end. It was wonderful and their expert trainer explained with real time examples which give a lot of insight on Program management. I would like to thank Addon Skills for their support and direction to clear my PgMP exam. They identified my gaps and asked me to focus the areas which required more attention. Without Addon Skills support and perseverance, it would not be possible for me to clear the exam in 2 months effort.

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.

VIJAYA CHANDRA KONDETI

Excellent

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