'Data point' presentation slideshows

1.51k views • 119 slides

unsupervised learning - clustering

Inter-cluster distances are maximized. Intra-cluster distances are minimized. unsupervised learning - clustering. Finding groups of objects such that the objects in a group will be similar (or related) to one another and different from (or unrelated to) the objects in other groups.

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Defining the target behavior

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Part IV: Inference algorithms

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Inference on a Single Mean

Inference on a Single Mean. Use Calculation from Sample to Estimate Population Parameter. (select). Population. Sample. (calculate). (describes). (estimate). Parameter. Statistic. Use Calculation from Sample to Estimate Population Parameter. (select). Population. Sample. (calculate).

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Revision 2 October 26 th , 2005

Revision 2 October 26 th , 2005. Enervista Use Enervista to Simplify Your Workflow Process. Industry-Leading Suite of Software Tools to Manage your Relays and Meters. EnerVista Suite. Easy to Use Monitoring and Data Recording for Small Systems Pre-configured screens for Instant Monitoring

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GIS Data and Data Sources DEM, TIGER, DLG, LULC, Soils, DOQQ, DRG

GIS Data and Data Sources DEM, TIGER, DLG, LULC, Soils, DOQQ, DRG. 1. Digital Elevation Models (DEM). The elevation value are stored as a matrix of regularly spaced ground positions Each data point represents the elevation of the grid cell in which it is located. 1. DEM 1:24,000 .

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Nonlinear Regression

Nonlinear Regression. Electrical Engineering Majors Authors: Autar Kaw, Luke Snyder http://numericalmethods.eng.usf.edu Transforming Numerical Methods Education for STEM Undergraduates. Nonlinear Regression http://numericalmethods.eng.usf.edu. Nonlinear Regression.

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Computer Graphics and Image Processing (CIS-601)

Computer Graphics and Image Processing (CIS-601). Image Segmentation by Clustering (Using Mahalanobis Distance). - Manjit Chintapalli. What is Image Segmentation ?. To humans, an image is not just a random collection of pixels; it is a meaningful arrangement of regions and objects.

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Source Control and Stormwater at Sediment Sites

Source Control and Stormwater at Sediment Sites. Warren Hansen, PE Windward Environmental LLC. Challenges and complexities of controlling stormwater sources. Thinking in the context of SCALE. Stormwater and other pathways. Stormwater as One of Several Pathways.

564 views • 37 slides

Coevolution: Studying the Dynamics of Competition and Gauss: Scenario Translation

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Clustering 101

Clustering 101. Ka Yee Yeung Center for Expression Arrays University of Washington. Overview. What is clustering? Similarity/distance metrics Hierarchical clustering algorithms Made popular by Stanford, ie. [Eisen et al . 1998] K-means

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Prediction and Accuracy

Prediction and Accuracy. Lesson 3.5. The median-median line method gives you a process by which anyone will get the same line of fit for a set of data.

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Spreadsheets and Business Graphics: Facts and Figures

Spreadsheets and Business Graphics: Facts and Figures Chapter 13 Objectives Describe the advantages of spreadsheets List several applications for spreadsheets Explain the underlying principles of electronic spreadsheet use Describe how to set up and modify a spreadsheet

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Virginia Syndromic Surveillance Advisory Group (VSSAG) Pilot Kick-Off Call

Virginia Syndromic Surveillance Advisory Group (VSSAG) Pilot Kick-Off Call. January 9, 2019. Agenda. Pilot Goals Pilot Expectations Pilot Role-Based Access NSSP ESSENCE Demo Confirm Paperwork/NSSP Accounts/Data Access. Pilot Goals. Grant NSSP data access to pilot VSSAG members

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Face detection and recognition

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?? ??? ???

?? ??? ???. 1. Atomic Force Microscop (AFM). History and Definitions in Scanning Probe Microscopy (SPM) History Scanning Tunneling Microscope (STM) Developed in 1982 by Binning, Rohrer, Gerber, and Weibel at IBM in Zurich, Switzerland.

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Displaying Statistical Information

Displaying Statistical Information Statistical Information may be displayed: As a table As a chart As a graph Frequency Table Pie Chart Histogram Frequency Distribution Graph Cumulative Frequency Distribution Graph Constructing a Frequency Table

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1 Operations Strategy 2 Process Analysis 3 Lean Operations 4 Supply Chain Management Class 5a: Inventories & Economi

Operations Management & Performance Modeling. 1 Operations Strategy 2 Process Analysis 3 Lean Operations 4 Supply Chain Management Class 5a: Inventories & Economies of Scale Class 5b: Dealing with Uncertainty & role of Centralization Class 6a: Supply Chain Design

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Federal Grants and the Academic Pipeline: White Paper Figures

Federal Grants and the Academic Pipeline: White Paper Figures. Figure 1: Basic & Applied Research Funds Awarded by U.S. Federal Agencies to Universities and Colleges (2000 constant $*). Estimated 2009 Increase** (Including Stimulus Funds). Billions of $ (2000 constant).

254 views • 13 slides