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.

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.

Raviraj Mundhe

Thank you Addon Skills. Your training programme and training material/notes were very useful and helped me prepare and pass the exam. The support system even after the training is what helps aspirants focus their strategies. Thank you very much for your mentoring support and wish the entire team good luck with the certification training workshops.

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.

Rahul Sontake

Addon Skills, you has been instrumental in my PgMP certification success. I was able to clear the exam within 45 days from attending this training. Beyond the three days session, your personal involvement & engagement individually, is a key differentiator which has helped in expediting the certification completion. Engaging with AddON Skills have been very fruitful.

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