Professional Certificate in Data Science with R

University of California, Riverside
Training overview
6 months
6,000 USD

Course description

Professional Certificate in Data Science with R

Data science, analytics, machine intelligence, and automation are creating a new revolution in workflow, and how our society functions. Pegged as one of the most sought after skills in the workforce today, data science is taking the world by storm and showing how its powerful tools and methods can be used to solve real-world business problems in a fraction of the time. Through foundational skill building, you will delve into programming in R, the free Microsoft-supported machine learning software that has become the standard for data scientists and enterprises for automating processes and solving business challenges. By understanding the concepts of supervised and unsupervised machine learning, you will learn how to predict probability and optimize logistics within a company’s structure. Increase your marketability and take your career to the next level with these in-demand skills.

What You'll Learn

  • The data science process and most common data types
  • How to resolve real-world business problems by implementing machine learning algorithms
  • Common principles and algorithms that do 80% of the heavy lifting in data science
  • The ins and outs of predictive analysis and models

What You Can Do With This Certificate

Positions are available in a variety of industries all over the world, and can be found in firms, corporations, government, or nonprofit organizations. They might include:

  • Data Architect
  • Data Engineer
  • Database Administrator
  • Business Analyst
  • Analytics Lead
  • Business Intelligence Analytics

Who should attend?

Adult professionals with a fundamental understanding of statistics or algebra

Training Content

  • Data Science: Discipline Overview, Use Cases, Methodologies, and Tools
  • Fundamentals of R, Data Preparation and Visualization
  • SQL and Database Management with R
  • Foundations of Statistics, Statistical Inference, and Probability
  • Unsupervised Machine Learning: Clustering & Association Rules
  • Supervised Machine Learning: Regression and Time Series Analysis
  • Supervised Machine Learning: Introduction to Classification Algorithms
  • Data Science with R Capstone Project

About supplier

University of California, Riverside

Located 80 kilometers east of Los Angeles, in the heart of beautiful sunny Southern California, the University of California, Riverside (UCR), is one of 10 campuses within the prestigious University of California system, one of the nation’s premier public institutions...


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Contact info

University of California, Riverside

1200 University Ave
92507-4596 Riverside California

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www.iep.ucr.edu

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