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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
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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
Our Testimonials
Brijesh Nair
PgMP certified on 26th October 2018. "Addon Skills" is highly professional training institute & they really have a structured methodological approach of course delivery, which facilitates each & every participant to achieve the goal & objective of PgMP Certification in short span of time (2-3 months) successfully. Training Program helps to develop deep understanding & greater Insights of the Program Management Concepts, provide reference to SPM v4 & ECO Clauses, Practical Case Studies & Examples, Mock Tests, Post training support sessions, Application Writing Sessions, etc. Regular feedback sessions to ensure the candidate has really understood & absorbed the concept explained is the essence of the training program. Kailash is strongly determined, dedicated & devoted to his job of delivering the training to the best possible extent. Regular follow-ups by Addon Skills on the overall progress of learning of candidate & pushing the candidates to take the extra mile in their busy schedule is really appreciated!! The 'Live Chat Service' on WhatsApp for clarification of doubts answered by expert trainers instantaneously is exemplary service offered!! Last but not the least, it’s worth enrolling for the training program!!
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.
Nikhil Tayade
I am very happy to announce that I have passed the PgMP certification on 7th May. This was a journey with tremendous learning experience.Detailed 3 day training session from Addon Skills, Question Bank from Addon Skills, and Continuous on-going support via WhatsApp virtual discussion room created by them were really the things that made this Giant and herculean task look simple. I am thankful to Addon skills for the training as this was a major contributor in achieving this certification.
Jeeva Iyer
Excellent trainer for PMP and PMI related certifications. Very practical approach and exam oriented as well.
