Data Science Online Courses for University of Illinois Students

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In this course, we begin with approaches to visualization of genome-scale data, and provide tools to build interactive graphical interfaces to speed discovery and interpretation. Using knitr and rmarkdown as basic authoring tools, the concept of reproducible research is developed, and the concept...
We begin with an introduction to the relevant biology, explaining what we measure and why. Then we focus on the two main measurement technologies: next generation sequencing and microarrays. We then move on to describing how raw data and experimental information are imported into R and how we use...
If you’re interested in data analysis and interpretation, then this is the data science course for you. We start by learning the mathematical definition of distance and use this to motivate the use of the singular value decomposition (SVD) for dimension reduction of high-dimensional data sets, a...
In this course you’ll learn various statistics topics including multiple testing problem, error rates, error rate controlling procedures, false discovery rates, q-values and exploratory data analysis. We then introduce statistical modeling and how it is applied to high-throughput data. In p...
This course teaches the R programming language in the context of statistical data and statistical analysis in the life sciences. We will learn the basics of statistical inference in order to understand and compute p-values and confidence intervals, all while analyzing data with R code. We provide...
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...
If you have specific questions about this course, please contact us at sds-mm@mit.edu. Data science requires multi-disciplinary skills ranging from mathematics, statistics, machine learning, problem solving to programming, visualization, and communication skills. In this course, learners will...
Darío, trabajador en una ONG en Colombia y participante del curso, apunta que aplicó los conocimientos del curso para crear DATASIMUS, un portal de datos de movilidad urbana que compara más de 400 variables de sistemas de transporte de la región. Descubre más abajo otros testimonios sobre el impa...
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...
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...
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...
Históricamente las matemáticas nacieron por primera vez, debido a la necesidad de entender nuestro entorno y tomar decisiones. En particular, la ciencia de datos (data science), se enfoca en el procesamiento de datos: analizar, explorar e interpretar conjuntos de datos, y con base en ello, t...
In this hands-on course, you will learn how to use R Shiny to create data-driven web applications. By the end of the course, you will have created an interactive web application that highlights the biodiversity of America's National Parks. Your application will feature an interactive map,...
La ciencia de datos es un área que hoy ofrece herramientas analíticas muy poderosas a las organizaciones; aquellas que han incorporado estas prácticas rápidamente han podido obtener ventajas competitivas y tomar mejores decisiones con la información que obtienen. Ante las características actua...
A majority of the world's data resides in databases. SQL (or Structured Query Language) is a powerful language for communicating with and extracting data from databases. A working knowledge of databases and the SQL language is a must if you want to become a data scientist. The purpose of this...
The R programming language is purpose-built for data analysis. R is the key that opens the door between the problems you want to solve with data and the answers you need to meet your objectives. This course starts with a question, and then walks you through the process of answering it through...
In this course, you will learn about the Grammar of Graphics, a system for describing and building graphs, and how the ggplot2 data visualization package for R applies this concept to basic bar charts, histograms, pie charts, scatter plots, line plots, and box plots. You will also learn how to...
In this capstone course, you will apply various data science skills and techniques that you have learned as part of the previous courses in the IBM Data Science with R or IBM Data Analytics with Excel and R Professional Certificate Programs. In this capstone project, you will take on the role of...
We consider questions like these across three topics: Topic 1 starts with simple, familiar ideas like correlation and builds on these to consider how simple linear regression can be applied to quantify the relationships between variables. Topic 2 examines multiple linear regression and considers...
¿Necesitas incorporar la inteligencia de negocio a tu empresa de forma que te permita analizar cantidades ingentes de datos para tomar las mejores decisiones? Power BI Desktop, la herramienta gratuita de análisis de datos de Microsoft te ayudará a conseguirlo con el menor esfuerzo posible. Po...

Data Science Online Courses for University of Illinois Students

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

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