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This online course explores how to perform data analysis using MongoDB's Aggregation Framework.

This online course explores how to analyze data in Python, using multi-dimensional arrays in numpy, manipulating DataFrames in pandas, using SciPy library of mathematical...

This online course teaches data science techniques for professionals and students - learn the theory behind logistic regression and code in Python.

This online course program aims to teach learners the skills required for an entry level data analyst role. It includes a variety of data sources, project scenarios, and data...

This course features a real-world case study. In response to business requirements presented in a case study, students will design and build a small data warehouse, create data...

This series of online courses gives an introduction to Data Analysis using the Python programming language.

This class provides an introduction to the Python programming language and the iPython notebook. This is the third course in the Genomic Big Data Science Specialization from...

This online course teaches how to use Spark with Python for Big Data analysis.

This online course gives an introduction to the most common open science practices. It aims to empower researchers to conduct, support, and disseminate research efficiently and...

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

This online course gives an introduction to linear algebra, which is used in applications such as statistics and data science.

This course covers relevant systems, the principles on which they rely, their tradeoffs, and how to evaluate their utility against one`s requirements. Cloud computing, SQL and...

This online course gives an introduction to Precision Medicine. It includes precision-medicine era diagnostics, treatment selection, genetic counseling, public health...

This online course teaches about comprehensive data mining and machine learning with Python and Spark.

This online course program shows how to build real-time applications to process big data at scale. It includes modern data engineering tools, such as Apache Spark, Kafka, Spark...

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...

Statistical experiment design and analytics are at the heart of data science. In this course students will design statistical experiments and analyze the results using modern...

This course is an introduction to least squares from a linear algebraic and mathematical perspective.

This MOOC teaches about probability distribution models, including normal distribution, and continuous random variables to prepare participants for a career in information and...

This online course series gives an introduction to the key skills needed for data science, including probability and statistics, data analysis, and machine learning. Students...