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This online course explores Spark and Scala for Big Data applications, including Spark 2.0 DataFrames.
This online course program aims to provide business leaders and managers with strategies and guidelines for how best to solve the various challenges of building data science...
This online course teaches Python and covers web, databases, web scraping, data science, web visualizations, image processing and more.
This online course gives an introduction to Python programming for Data Science and Artificial Intelligence. It is the first course of a course series / Specialization on...
This online course gives a first introduction to Data Science. It includes an overview of the following topics:Data ManipulationData Analysis with Statistics and Machine...
Process mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course...
This course is an introduction to least squares from a linear algebraic and mathematical perspective.
This online course gives an introduction to genomic data science. The course explores DNA replication, analyzing algorithms to look for hidden messages in the genome. It also...
This short online course gives an overview of what data science is.
This online course gives an introduction to data science. It includes the data science toolbox of mathematics, statistics, Python, advanced statistics in Python, machine...
This online course teaches about comprehensive data mining and machine learning with Python and Spark.
This online course program gives an introduction to the mathematics required for applications in Machine Learning and Data Science. It includes Linear Algebra, Multivariate...
This online course program teaches learners with prior programming and data analysis skills how to build machine learning models and other more advanced skills. It also kncludes...
This online course gives an initial introduction to data science and use of the MATLAB software.
This course focuses on data science in real life. It will contrast the ideal with what happens in real life. By contrasting the ideal, students will learn key concepts that will...
This course is an introduction to the statistics behind the most popular genomic data science projects. This is the sixth course in the Genomic Big Data Science Specialization...
This course gives a broad overview of the field of graph analytics to learn new ways to model, store, retrieve and analyze graph-structured data.
This online course explores how data science can help understand the environment. The course also introduces the tools used by statisticians and data scientists.
This online course program teaches intermediate and advanced statistical modeling techniques for data science. In particular, learners will become proficient in the theory and...
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...
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