CS 251 Data Analysis and Visualization , Spring 2010
نویسنده
چکیده
This course prepares students to apply computational approaches to data analysis and visualization to real information from a variety of disciplines and applications. Data visualization is the interactive visual exploration of information using 2-D and 3-D graphics using techniques that highlight patterns and relationships. Data analysis incorporates data management, data transformations, statistical analysis, data mining, and machine learning. Through programming projects, students will gain hands-on experience with the fundamentals of data analysis and visualization using data from active research projects at Colby and other institutions.
منابع مشابه
CS 251 Data Analysis and Visualization , Spring 2016
This course prepares students to apply computational approaches to data analysis and visualization to real information from a variety of disciplines and applications. Data visualization is the interactive visual exploration of information using 2-D and 3-D graphics using techniques that highlight patterns and relationships. Data analysis incorporates data management, data transformations, stati...
متن کاملCS 251 Data Analysis and Visualization , Spring 2012
This course prepares students to apply computational approaches to data analysis and visualization to real information from a variety of disciplines and applications. Data visualization is the interactive visual exploration of information using 2-D and 3-D graphics using techniques that highlight patterns and relationships. Data analysis incorporates data management, data transformations, stati...
متن کاملCS 251 Data Analysis and Visualization , Spring 2017
This course prepares students to apply computational approaches to data analysis and visualization to real information from a variety of disciplines and applications. Data visualization is the interactive visual exploration of information using 2-D and 3-D graphics using techniques that highlight patterns and relationships. Data analysis incorporates data management, data transformations, stati...
متن کاملCS 251 Data Analysis and Visualization , Spring 2011
This course prepares students to apply computational approaches to data analysis and visualization to real information from a variety of disciplines and applications. Data visualization is the interactive visual exploration of information using 2-D and 3-D graphics using techniques that highlight patterns and relationships. Data analysis incorporates data management, data transformations, stati...
متن کاملUse of the circle segments visualization technique for neural network feature selection and analysis
In this paper, the circle segments (CS) technique is proposed as a data visualization tool for selecting and analysing the effects of the input features towards the target outputs in constructing neural network models. Specifically, the multi-layer perceptron (MLP) network is employed to tackle function approximation and pattern classification tasks, and CS is used to provide visualization of t...
متن کامل