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

Dharmesh Shah

Thank you addonskills for making my learning experience so wonderful, you guys are subject matter experts having deep knowledge about topics covered in the course... i appreciate your personal interest in success of student and helping them achieve their dream certification to excel their career... thank you once again and keep doing good job... look forward to more training's from addonskills... alles Gute und danke :-)

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.

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.

Sreenivasan Dakshinamoorthy

The training conducted by Addon Skills trainers Sanjay Q and Kailesh U was very effective because of the in-depth knowledge on Program Management domains by the trainers. This training and the post training follow-up was a unique experience that they are ensuring all the trainees are acquiring adequate knowledge about the subject matter. Also they help to go through the exam preparation period till the day of exam by Q&A sessions, problem solving sessions, etc. The most commentable thing about them is, they are available to clear your doubts 24×7. I wish Addon Skills a great future and thereby to make many aspirant project managers achieve their skills.

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