FutureLearn
FutureLearn Logo

UC Riverside - Introduction to Data Science for Educators 

  • Offered byFutureLearn

Introduction to Data Science for Educators
 at 
FutureLearn 
Overview

Duration

8 weeks

Total fee

2,763

Mode of learning

Online

Credential

Certificate

Introduction to Data Science for Educators
 at 
FutureLearn 
Highlights

  • Earn a certificate on completing 90% of course steps and assessments
Details Icon

Introduction to Data Science for Educators
 at 
FutureLearn 
Course details

More about this course
  • This eight-week course will help you grasp the core concepts of data science. With this knowledge, you'll be able to understand and teach more specialised topics to your students
  • You'll also gain a deep understanding of the application of data science in STEM disciplines, learn how to teach similar courses, and discover how you can utilise data science in your curriculum
  • On this course, you'll learn the tools and processes used to organise and convert data. With this knowledge, you'll have the skills to manipulate data at a beginner's level

Introduction to Data Science for Educators
 at 
FutureLearn 
Curriculum

Introduction to Data Science

Introduction to Data Science

What You Need to Know to Become a Data Scientist

Examples of Data Science

The Data Science Process

Data Science Process: The Beginning

Data File Formats

Processes Involved in Data Science

Introduction to Machine Learning

What is Machine Learning?

Types and Examples of Machine Learning

Statistics & Probability - Introduction of Bayes Probability and K-Nearest Neighbors

Probability: An Introduction and Bayes Probability

K-Nearest Neighbors (KNN)

Statistics & Probability - Introduction of Regression and Gradient Descent

Statistics: An Introduction

Regression

Gradient Descent

Logistic Regression

Introduction of Data Mining

Data Mining: An Introduction

Tools in Data Mining

Examples of Data Mining

Introduction of Big Data

Big Data: An Introduction

Market for Big Data

Efficient Management of Big Data

Big Data Tools

Visualization in Data Science

Understanding Data through Visualization

Aesthetics of Visualization

Types of Visualization

What We've Learned

Other courses offered by FutureLearn

1.81 K
– / –
2.21 K
– / –
8.81 K
– / –
11.04 K
– / –
View Other 1935 CoursesRight Arrow Icon
qna

Introduction to Data Science for Educators
 at 
FutureLearn 

Student Forum

chatAnything you would want to ask experts?
Write here...