LYNDA MATHEMATICA 10 ADVANCED ANALYSIS TUTORIAL

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LYNDA MATHEMATICA 10 ADVANCED ANALYSIS TUTORIAL (Size: 271.5 MB)
 01_01-Welcome.mp44.39 MB
 01_02-What you should know before watching this course.mp41.88 MB
 01_03-Using the exercise files.mp4860.1 KB
 02_06-Returning data on historical periods.mp49.84 MB
 02_07-Analyzing word usage.mp48.95 MB
 02_03-Displaying statistical data about a country.mp47.85 MB
 02_01-Discovering the geographic position of an entity.mp46.61 MB
 02_02-Generating interesting and useful maps.mp44.72 MB
 02_05-Discovering information on significant individuals.mp44.24 MB
 02_04-Displaying statistical data about a city or territory.mp43.94 MB
 03_04-Displaying changes in a stock price over the past year.mp46.72 MB
 03_06-Calculating the exchange rate between two currencies.mp46.5 MB
 03_07-Calculating the time value of money and adjusting for inflation.mp46.19 MB
 03_09-Calculating the present value of an annuity.mp46.09 MB
 03_03-Graphing financial data using a candlestick chart.mp46.02 MB
 03_02-Displaying the high, low, open, and close values for a stock.mp43.26 MB
 03_08-Discovering the effective interest rate of an investment.mp42.86 MB
 03_05-Displaying a list of currency symbols.mp42.63 MB
 03_01-Returning the latest stock price for a company.mp42.38 MB
 04_01-Creating and displaying a time series.mp49.66 MB
 04_03-Selecting a random value from a list of values.mp48.13 MB
 04_05-Generating random values using different processes.mp45.6 MB
 04_04-Generating and graphing a random walk process.mp45.32 MB
 04_02-Finding and displaying data within a time series window.mp44.63 MB
 05_02-Calculating centrality by counting direct links.mp48.83 MB
 05_01-Generating a random graph.mp46.85 MB
 05_05-Calculating the shortest path between two points.mp46.85 MB
 05_04-Identifying cliques in a graph.mp46.53 MB
 05_06-Calculating reciprocity in a directed graph.mp44.15 MB
 05_03-Evaluating centrality by calculating betweenness.mp43.51 MB
 06_03-Classifying data by identifying rules through training data.mp411.4 MB
 06_02-Classifying data based on existing rules.mp49.24 MB
 06_04-Predicting output values using linear regression.mp48.3 MB
 06_05-Identifying clusters of data.mp46.41 MB
 06_01-Rescaling data to minimize bias.mp46.04 MB
 07_05-Preparing text data for natural language processing.mp414.7 MB
 07_04-Counting word occurrences within a string.mp414.58 MB
 07_01-Importing a text file into Mathematica.mp413.26 MB
 07_02-Splitting a text string into words or sentences.mp411.59 MB
 07_03-Looking up words in dictionaries.mp45.93 MB
 07_06-Performing sentiment analysis on text.mp42.24 MB
 08_01-Further resources.mp41.87 MB


Description

This training course teaches analysts how to go beyond the
basics of Mathematica 10 and start analyzing financial
data, applying machine-learning algorithms, predicting and
classifying data using linear and logistic regression, and
analyzing relationships on social networks. Author Curt
Frye also shows how to display maps, investigate data about
different countries and time periods, visualize random
data, and gain better insights from text. Using these
techniques, you'll have the power and flexibility you need
to dive deep into the information at hand and make good
decisions for your organization

Topics include:

* Generating maps

* Displaying statistical data about countries and cities

* Displaying changes in stock prices

* Calculating exchange rates

* Counting links in a social network

* Calculating reciprocity

* Applying machine-learning algorithms

* Analyzing text data

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LYNDA MATHEMATICA 10 ADVANCED ANALYSIS TUTORIAL