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种子名称： Lynda - Mathematica 10 Advanced Analysis
文件类型： 视频
文件数目： 42个文件
文件大小： 271.5 MB
收录时间： 2017-4-14 09:14
已经下载： 3次
资源热度： 88
最近下载： 2024-11-19 22:52

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Lynda - Mathematica 10 Advanced Analysis.torrent

01. Introduction/01_01-Welcome.mp44.39MB

01. Introduction/01_02-What you should know before watching this course.mp41.88MB

01. Introduction/01_03-Using the exercise files.mp4860.1KB

02. Working with Geographic, Economic, and Other Data/02_01-Discovering the geographic position of an entity.mp46.61MB

02. Working with Geographic, Economic, and Other Data/02_02-Generating interesting and useful maps.mp44.72MB

02. Working with Geographic, Economic, and Other Data/02_03-Displaying statistical data about a country.mp47.85MB

02. Working with Geographic, Economic, and Other Data/02_04-Displaying statistical data about a city or territory.mp43.94MB

02. Working with Geographic, Economic, and Other Data/02_05-Discovering information on significant individuals.mp44.24MB

02. Working with Geographic, Economic, and Other Data/02_06-Returning data on historical periods.mp49.84MB

02. Working with Geographic, Economic, and Other Data/02_07-Analyzing word usage.mp48.95MB

03. Discovering and Displaying Financial Data/03_01-Returning the latest stock price for a company.mp42.38MB

03. Discovering and Displaying Financial Data/03_02-Displaying the high, low, open, and close values for a stock.mp43.26MB

03. Discovering and Displaying Financial Data/03_03-Graphing financial data using a candlestick chart.mp46.02MB

03. Discovering and Displaying Financial Data/03_04-Displaying changes in a stock price over the past year.mp46.72MB

03. Discovering and Displaying Financial Data/03_05-Displaying a list of currency symbols.mp42.63MB

03. Discovering and Displaying Financial Data/03_06-Calculating the exchange rate between two currencies.mp46.5MB

03. Discovering and Displaying Financial Data/03_07-Calculating the time value of money and adjusting for inflation.mp46.19MB

03. Discovering and Displaying Financial Data/03_08-Discovering the effective interest rate of an investment.mp42.86MB

03. Discovering and Displaying Financial Data/03_09-Calculating the present value of an annuity.mp46.09MB

04. Generating and Analyzing Time Series and Random Data/04_01-Creating and displaying a time series.mp49.66MB

04. Generating and Analyzing Time Series and Random Data/04_02-Finding and displaying data within a time series window.mp44.63MB

04. Generating and Analyzing Time Series and Random Data/04_03-Selecting a random value from a list of values.mp48.13MB

04. Generating and Analyzing Time Series and Random Data/04_04-Generating and graphing a random walk process.mp45.32MB

04. Generating and Analyzing Time Series and Random Data/04_05-Generating random values using different processes.mp45.6MB

05. Performing Social Network Analysis/05_01-Generating a random graph.mp46.85MB

05. Performing Social Network Analysis/05_02-Calculating centrality by counting direct links.mp48.83MB

05. Performing Social Network Analysis/05_03-Evaluating centrality by calculating betweenness.mp43.51MB

05. Performing Social Network Analysis/05_04-Identifying cliques in a graph.mp46.53MB

05. Performing Social Network Analysis/05_05-Calculating the shortest path between two points.mp46.85MB

05. Performing Social Network Analysis/05_06-Calculating reciprocity in a directed graph.mp44.15MB

06. Applying Machine Learning Algorithms to Data/06_01-Rescaling data to minimize bias.mp46.04MB

06. Applying Machine Learning Algorithms to Data/06_02-Classifying data based on existing rules.mp49.24MB

06. Applying Machine Learning Algorithms to Data/06_03-Classifying data by identifying rules through training data.mp411.4MB

06. Applying Machine Learning Algorithms to Data/06_04-Predicting output values using linear regression.mp48.3MB

06. Applying Machine Learning Algorithms to Data/06_05-Identifying clusters of data.mp46.41MB

07. Manipulating and Analyzing Textual Data/07_01-Importing a text file into Mathematica.mp413.26MB

07. Manipulating and Analyzing Textual Data/07_02-Splitting a text string into words or sentences.mp411.59MB

07. Manipulating and Analyzing Textual Data/07_03-Looking up words in dictionaries.mp45.93MB

07. Manipulating and Analyzing Textual Data/07_04-Counting word occurrences within a string.mp414.58MB

07. Manipulating and Analyzing Textual Data/07_05-Preparing text data for natural language processing.mp414.7MB

07. Manipulating and Analyzing Textual Data/07_06-Performing sentiment analysis on text.mp42.24MB

08. Conclusion/08_01-Further resources.mp41.87MB