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

Sanjeev Kumar

Big thanks to Addon Skills Team for the tremendous support provided during my certification journey of 3 months. This was the best training I have ever attended. You guys managed to build up my confidence and knowledge from Day 1 of Training to the day I went for exam :) which has resulted to pass the exam so smoothly in First attempt itself. Thanks for all your guidance and coaching, without your support my this journey wouldn’t have been possible.

Milind Saraf

I would like to express full satisfaction on the training session conducted by M/s Addon Skills Private Limited and wish to put on record the very good take-away. I found the training to be professional and at par with the industry and growing demands of the complexities in the business . The best part of the training was in depth knowledge of the training personnel, presentation skills tailored to all levels of participants, custom-built course materials, dedication & passion of the trainer to make the participants understand the concepts thoroughly. Post training support, question banks, capacity to explain with relevant industrial and domestic examples were added features of the training . I strongly recommend such training session to the Project Management Personnel .

Ganesh Vishwasrao

Addon Skills PgMP training honed my Program Management skills and enhanced knowledge in much deeper sense. Training truly focussed on strengthening of fundamentals including but not limited to each & every minor aspects of Program Management. The study material, mentorship, Q&A Sessions, support for application writing were extra-ordinary. I strongly recommend Addon Skills to all PMP, PgMP, PfMP aspirants as well as all Corporates for Project Management trainings.

Muthukumar Sampathkumar

I attend training with Addon Skills and cleared my PgMP exam with lots of confidence and comfort. The training built very strong program management concept from PMI SPM (Standard for Program Management) guide and around ECO (Examination content Outline) handbook which has helped me a lot. The exam simulation tool, LMS access and post training support is impressive.

Rachita Dharmapurikar

Kailash is an excellent mentor. With his vast knowledge, he was able to satisfy all my questions and queries to the most satisfaction. It is very difficult to find a coach in the training areas of top-notch areas like Program Management as you need to have the top knowledge and broad experience. Mr. Kailash is one of the best and he is of the top caliber and someone who could deliver and coach and to larger organizations as per their needs.

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