[100% Off UDEMY Coupon] – Data Science with R

Data Science with R

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Data Science with R

Learn Data Science using R from scratch. Build your career as a Data Scientist. Explore knitr, buzz dataset, adv methods

What you’ll learn

  • Data Science using R programming

  • Become a Data Scientist

  • Data Science Learning Path

  • How to learn Data Science

  • Data Collection and Management

  • Model Deployment and Maintenance

  • Setting Expectations

  • Loading Data into R

  • Exploring Data in Data Science and Machine Learning

  • Exploring Data using R

  • Benefits of Data Cleaning

  • Cross Validation in R

  • Data Transformation

  • Modeling Methods

  • Solving Classification Problems

  • Working without Known Targets

  • Evaluating Models

  • Confusion Matrix

  • Introduction to Linear Regression

  • Linear Regression in R

  • Simple and Multiple Regression

  • Linear and Logistic Regression

  • Support Vector Machines (SVM) in R

  • Unsupervised Methods

  • Clustering in Data Science

  • K-means Algorithm in R

  • Hierarchical Clustering

  • Market Basket Analysis

  • MBA and Association Rule Mining

  • Implementing MBA

  • Association Rule Learning

  • Decision Tree Algorithm

  • Exploring Advanced Methods

  • Using Kernel Methods

  • Documentation and Deployment

Requirements

  • Enthusiasm and determination to make your mark on the world!

Who this course is for:

  • Data Scientists
  • Anyone aspiring for a career in Data Science and Machine Learning
  • Machine Learning Engineers
  • R Programmers
  • Newbies and Beginners wishing to start their career in R Programming and Data Science
  • Data Analysts & Advanced Data Analytics Professionals
  • Software Engineers & Developers
  • Senior Data Scientists
  • Chief Technology Officers (CTOs)
  • Statisticians and Data Science Researchers
  • Data Engineers
  • R Programmers Analytics
  • Senior Data Analysts – R, Python Programming
  • Data Science Engineers

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