Data Science Online Courses for VIU Students

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Want to make a game that ends when you \"catch\" an object by clicking on it? Or maybe you get points based on how close you came? You\'ll do that in this class! This class teaches the concepts of conditional loops and if/else statements. For each concept, we\'ll start by helping you connect...
How could you program a complex \"choose your own adventure\" game? How can your soccer game determine goals, balls out of bounds, and corner kicks? You\'ll learn to do both of these in this course! This class teaches the concepts of nested if/else statements and compound Boolean conditional...
In this course, part of our Professional Certificate Program in Data Science,we cover several standard steps of the data wrangling process like importing data into R, tidying data, string processing, HTML parsing, working with dates and times, and text mining. Rarely are all these wrangling steps...
How do we give instructions to a computer? Isn\'t programming hard? Not really! Whether it\'s giving someone directions to a nearby store or writing out some dance moves we frequently exhibit aspects of computational thinking in our everyday lives! This class teaches the first key concepts of...
How can students learn about abstraction by creating a movie scene? Or make an interactive map using lists? You\'ll learn (and do it yourself) in this course! This class teaches the concepts of abstraction (methods and parameters) and lists. For each concept, we\'ll start by helping you connect...
Perhaps the most popular data science methodologies come from machine learning. What distinguishes machine learning from other computer guided decision processes is that it builds prediction algorithms using data. Some of the most popular products that use machine learning include the handwriting...
This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face...
In this course taught by E. Michael Harrington, students will learn the basis for copyright including what is and is not covered by copyright law. This course will help clarify what rights artists have as creators as well as what the public is free to take from their work. Students will also...
Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world? In this course, part of the Data Science MicroMasters program, you will learn a variety of supervised and unsupervised learning algorithms, and the theory behind those...
The capstone project class will allow students to create a usable/public data product that can be used to show your skills to potential employers. Projects will be drawn from real-world problems and will be conducted with industry, government, and academic partners.Created by: Johns Hopkins...
What are the ethical considerations regarding the privacy and control of consumer information and big data, especially in the aftermath of recent large-scale data breaches? This course provides a framework to analyze these concerns as you examine the ethical and privacy implications of collecting...
The job of a data scientist is to glean knowledge from complex and noisy datasets. Reasoning about uncertainty is inherent in the analysis of noisy data. Probability and Statistics provide the mathematical foundation for such reasoning. In this course, part of the Data Science MicroMasters...
In the capstone, students will engage on a real world project requiring them to apply skills from the entire data science pipeline: preparing, organizing, and transforming data, constructing a model, and evaluating results. Through a collaboration with Coursolve, each Capstone project is...
Have you ever had the perfect data science experience? The data pull went perfectly. There were no merging errors or missing data. Hypotheses were clearly defined prior to analyses. Randomization was performed for the treatment of interest. The analytic plan was outlined prior to analysis and...
In the information age, data is all around us. Within this data are answers to compelling questions across many societal domains (politics, business, science, etc.). But if you had access to a large dataset, would you be able to find the answers you seek? This course, part of the Data Science...
Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce methods for pattern-based...
In this course, you will get hands-on instruction of advanced Excel 2013 functions. You\'ll learn to use PowerPivot to build databases and data models. We\'ll show you how to perform different types of scenario and simulation analysis and you\'ll have an opportunity to practice these skills by...
In data science, data is called "big" if it cannot fit into the memory of a single standard laptop or workstation. The analysis of big datasets requires using a cluster of tens, hundreds or thousands of computers. Effectively using such clusters requires the use of distributed files systems, such...
Welcome to Data-driven Decision Making. In this course you\'ll get an introduction to Data Analytics and its role in business decisions. You\'ll learn why data is important and how it has evolved. You\'ll be introduced to \"Big Data\" and how it is used. You\'ll also be introduced to a framework...
Your smartphone, smartwatch, and automobile (if it is a newer model) have AI (Artificial Intelligence) inside serving you every day. In the near future, more advanced \"self-learning\" capable DL (Deep Learning) and ML (Machine Learning) technology will be used in almost every aspect of your...

Data Science Online Courses for VIU Students

Searching for VIU Data Science online courses has never been quicker. Browse Data Science online courses and more in and around Fairfax, VA. To help narrow your results down, use Data Science online course filters to refine your VIU Data Science online course search and enhance your Biology search experience. Sharing relevant Data Science listings with Virginia International University classmates can really help make the search process even faster for them! Uloop.com can help you find VIU Data Science online courses today!

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