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Project Management
Agile and Scrum
Business Management
Technical Training
Quality Management
Data Science with R
255 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
OUR ALUMNAE
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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
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 :-)
Abdul Kareem
PgMP® Certification Training from Addon Skills was rich in content with classical examples & individual focus. Added to it was the brain storming sessions on sample questionnaire& reasoning, a boon for the leaders aspiring for the coveted certification. Thanks Kailash for all your guidance & knowledge inflicted upon us.
Sanjeev Nair
Hi
Smita Ojha
I recently availed the services of Addon Skills for preparing for Program Management certification and was highly impressed by the knowledge of the trainer and the dedication of the team . Kailash Upadhyay - Trainer/Coach is a certified professional with years of experience and that was evident by the kind of examples and scenarios he presented during the training sessionssessions to simplify the concepts and lead the thought process to the PMI way of thinking. The training sessions were well structured and as an Addon Skill member you also get access to the Study material and Practice questions which help you in refreshing and testing your knowledge after the training is over as well. I found Kailash to be dedicated towards the success of his students and really appreciate the way he encouraged and ensured participation from the team over the virtual sessions. I look forward to leverage his expertise for the certification and wish Addon skills good luck in their journey to become a trusted leader in providing Training and other certification related services. If highly recommend Addon Skills as a Go To institute for trainings and PMI certification related services. It is not often that you see such a dedicated team who will support you and your journey with such zeal and passion. Thank you Addon Skills.
Dr. Chandramouli Subramanian
Attended Pfmp training by Addon skills, Mr. Kailash in the month of Oct 2020. it was a wonderful experience refreshing PPP concepts. He is passionate about explaining all doubts in detail. value delivered clearly aligned with the stated and unstated goals. He reinforced all important points. His tips on how to fill application was a value Added: He took the entire training concisely. I recommend this to all portfolio managers.