Advanced Search

Search engines are essential tools for managing and mining big text data. This course teaches how search engines work, the major search algorithms, and how to optimize search...

This MOOC includes basic Excel functions as well as topics like using pivot tables, charts and graphs.

This online course gives an introduction to deep learning (DL) methods, healthcare data and applications using DL methods.

This online course gives a short introduction to machine learning and data science for everyone.

This course teaches the general concepts of data mining along with basic methodologies and applications. Then dives into one subfield in data mining: pattern discovery. It...

In this computer science course, participants will learn the basics of programming in the Java language. This course will cover repetition statements (for, while, do-while and...

This course teaches how to manage, describe, summarize and visualize data. Students will choose a research question based on available data and engage in the early decisions...

In this course, students will learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

Visualization is the field of research in computer science that studies effective communication of quantitative results by linking perception, cognition, and algorithms to...

This online course focuses on writing good code for data science. This course covers the primary means by which R software is organized and distributed.

In this course, students will learn exciting concepts and skills for designing data warehouses and creating data integration workflows.

This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.

This course is an introduction to the basic ideas behind the qualitative research in social science. Students will learn about data collection, description, analysis and...

This course is an introduction to probabilistic models, including random processes and the basic elements of statistical inference.

This course covers how to program in R and how to use R for effective data analysis. Students will learn how to install and configure software necessary for a statistical...

This online course gives an introduction to data and their analysis and interpretation.

How do we infer which genes orchestrate various processes in the cell? How did humans migrate out of Africa and spread around the world? In this class these two seemingly...

This online course teaches how to apply computational thinking in data science.

The course will teach students how to use computation to accomplish a variety of goals and provides you with a brief introduction to a variety of topics in computational problem...

This online course teaches how to use powerful, open-source, Python tools, including Pandas, Git and Matplotlib, to manipulate, analyze, and visualize complex datasets.