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Learn to combine data science with other domains of computation using the Wolfram Language. Examples include sentiment analysis, image processing, geographic computation and sound data.
Course Overview
What do we mean by multiparadigm data science? Presenter Jon McLoone answers this question by showing examples of using computation with data that go beyond traditional statistical methods. Using the Wolfram Language to perform computations in sentiment analysis, signal processing and graph theory, Jon illustrates that various domains of computation can be combined to yield new insights into the data. The role of automation in making deep data exploration more accessible is introduced. Machine learning examples are shown. The class ends with a demonstration of a web-based application and API deployment for making results, reports and presentations interactive and collaborative.Featured Products & Technologies: Wolfram Language (available in Mathematica and Wolfram|One)
You'll Learn To
Combine data science with other domains of computation to gain insights
Estimate useful parameters from various types of datasets and visualize them using built-in functions
Leverage the automation built into the Wolfram Language for performing complex tasks of classification over arbitrary datasets
Deploy web-based applications and APIs
Course Overview
What do we mean by multiparadigm data science? Presenter Jon McLoone answers this question by showing examples of using computation with data that go beyond traditional statistical methods. Using the Wolfram Language to perform computations in sentiment analysis, signal processing and graph theory, Jon illustrates that various domains of computation can be combined to yield new insights into the data. The role of automation in making deep data exploration more accessible is introduced. Machine learning examples are shown. The class ends with a demonstration of a web-based application and API deployment for making results, reports and presentations interactive and collaborative.Featured Products & Technologies: Wolfram Language (available in Mathematica and Wolfram|One)
You'll Learn To
Combine data science with other domains of computation to gain insights
Estimate useful parameters from various types of datasets and visualize them using built-in functions
Leverage the automation built into the Wolfram Language for performing complex tasks of classification over arbitrary datasets
Deploy web-based applications and APIs
