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
Introduction to Data Science for Educators at FutureLearn Course details
- 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
Student Forum
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