Machine Learning Fundamentals with R

Machine Learning Fundamentals with R

  • Overview
The aim of this course is to provide a basic proficiency in applying Machine Learning fundamentals methods in practice. Through the use of the R programming platform and its various libraries, and based on a multitude of practical examples this course teaches how to use the most important building blocks of Machine Learning, how to make data modeling decisions, interpret the outputs of the algorithms and validate the results.
Our goal is to give you the skills to understand and use the most fundamental t ls from the Machine Learning toolbox confidently and avoid the common pitfalls f Data Sciences applications.

  • Requirements
Knowledge of R programming language. Basic familiarity with statistics and linear algebra is recommended.

Key features

  • 16 hours of instructor-led training
  • 16 hours of high-quality eLearning content
  • 5 simulation exams (250 questions each)
  • 8 domain-specific test papers (10 questions each)
  • 30 CPEs offered
  • 98.6% pass rate

Machine Learning Fundamentals with R                                Duration :- 2 Days

Training Course Outline:

  • Introduction to Applied Machine Learning
  • Statistical learning vs. Machine learning
  • Iteration and evaluation
  • Bias-Variance trade-off

Regression

  • Linear regression
  • Generalizations and Nonlinearity
  • Exercises

Classification

  • Bayesian refresher
  • Naive Bayes
  • Logistic regressi n
  • K-Nearest neighb rs
  • Exercises

Cross-validation and Resampling

  • Cross-validation approaches
  • Bootstrap
  • Exercises

Unsupervised Learning

  • K-means clustering
  • Examples
  • Challenges of unsupervised learning and beyond K-means
You can enroll for this classroom training online. Payments can be made using any of the following options and receipt of the same will be issued to the candidate automatically via email.

1. Online ,By deposit the mildain bank account

2. Pay by cash team training center location

Highly qualified and certified instructors with 20+ years of experience deliver more than 200+ classroom training.
Venue is finalized few weeks before the training and you will be informed via email. You can get in touch with our 24/7 support team for more details. Contact us Mob no:- 8447121833, Mail id:  [email protected] . If you are looking for an instant support, you can chat with us too.
We provide transportation or refreshments along with the training.
Contact us using the form on the right of any page on the mildain website, or select the Live Chat link. Our customer service representatives will be able to give you more details.

Find This Training in Other Cities:-

Kolkata,Bangalore,Mumbai,Hyderabad,Pune ,Delhi,Chennai,

Mildain Solutions/Corp Office Delhi(NCR)

HeadQuarter Office:
Plot No 17, C Block Market, Sec 36,
Noida (U.P.)-201301(India)
 
Bangalore office:
Mildain Solutions,
No 7 & 8,Krishna Reddy Layout,
Domlur(Bangalore) 560071(India)
Hyderabad office:
Mildain Solutions
 #20/B/C/3/1,
GANESH GHR & MSY PLAZA,
VITTAL RAO NAGAR,
MADHAPUR,HYDERABAD-500081,

Mumbai office:

Mildain Solutions
5th Floor, Block B, Godrej IT Park,
Pirojshanagar, LBS Marg, Vikhroli West,
Mumbai, Maharashtra
 (+91) 1204326873
(+91) 8447121833
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REVIEWS

good session..!!
will be useful to improve my technical Knowledge..
Parveen
The concepts of the Instructor was mind-blowing…Lots of Industry examples…Very well organized…
Ajay Nunna
Nice session…!! enjoyed learning new things
Gaurav
Really good training. It helped me to clear a lot of doubts which were present in my mind for a long time.
Raghav
“ The course content is very good and satisfactory. The trainer is also good with his teaching abilities.”
Sameer
Apply the knowledge in understanding the new 11b framework setup in our system.
Apply the skill in day to day operational maintenance of our IT infrastrututre.
Saleel