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文档列表

07. Manipulating and Analyzing Textual Data/07_05-Preparing text data for natural language processing.mp4 15.4 MB
07. Manipulating and Analyzing Textual Data/07_04-Counting word occurrences within a string.mp4 15.3 MB
07. Manipulating and Analyzing Textual Data/07_01-Importing a text file into Mathematica.mp4 13.9 MB
07. Manipulating and Analyzing Textual Data/07_02-Splitting a text string into words or sentences.mp4 12.1 MB
06. Applying Machine Learning Algorithms to Data/06_03-Classifying data by identifying rules through training data.mp4 12.0 MB
02. Working with Geographic, Economic, and Other Data/02_06-Returning data on historical periods.mp4 10.3 MB
04. Generating and Analyzing Time Series and Random Data/04_01-Creating and displaying a time series.mp4 10.1 MB
06. Applying Machine Learning Algorithms to Data/06_02-Classifying data based on existing rules.mp4 9.7 MB
02. Working with Geographic, Economic, and Other Data/02_07-Analyzing word usage.mp4 9.4 MB
05. Performing Social Network Analysis/05_02-Calculating centrality by counting direct links.mp4 9.3 MB
06. Applying Machine Learning Algorithms to Data/06_04-Predicting output values using linear regression.mp4 8.7 MB
04. Generating and Analyzing Time Series and Random Data/04_03-Selecting a random value from a list of values.mp4 8.5 MB
02. Working with Geographic, Economic, and Other Data/02_03-Displaying statistical data about a country.mp4 8.2 MB
05. Performing Social Network Analysis/05_01-Generating a random graph.mp4 7.2 MB
05. Performing Social Network Analysis/05_05-Calculating the shortest path between two points.mp4 7.2 MB
03. Discovering and Displaying Financial Data/03_04-Displaying changes in a stock price over the past year.mp4 7.0 MB
02. Working with Geographic, Economic, and Other Data/02_01-Discovering the geographic position of an entity.mp4 6.9 MB
05. Performing Social Network Analysis/05_04-Identifying cliques in a graph.mp4 6.8 MB
03. Discovering and Displaying Financial Data/03_06-Calculating the exchange rate between two currencies.mp4 6.8 MB
06. Applying Machine Learning Algorithms to Data/06_05-Identifying clusters of data.mp4 6.7 MB
03. Discovering and Displaying Financial Data/03_07-Calculating the time value of money and adjusting for inflation.mp4 6.5 MB
03. Discovering and Displaying Financial Data/03_09-Calculating the present value of an annuity.mp4 6.4 MB
06. Applying Machine Learning Algorithms to Data/06_01-Rescaling data to minimize bias.mp4 6.3 MB
03. Discovering and Displaying Financial Data/03_03-Graphing financial data using a candlestick chart.mp4 6.3 MB
07. Manipulating and Analyzing Textual Data/07_03-Looking up words in dictionaries.mp4 6.2 MB
04. Generating and Analyzing Time Series and Random Data/04_05-Generating random values using different processes.mp4 5.9 MB
04. Generating and Analyzing Time Series and Random Data/04_04-Generating and graphing a random walk process.mp4 5.6 MB
02. Working with Geographic, Economic, and Other Data/02_02-Generating interesting and useful maps.mp4 4.9 MB
04. Generating and Analyzing Time Series and Random Data/04_02-Finding and displaying data within a time series window.mp4 4.9 MB
01. Introduction/01_01-Welcome.mp4 4.6 MB
02. Working with Geographic, Economic, and Other Data/02_05-Discovering information on significant individuals.mp4 4.4 MB
05. Performing Social Network Analysis/05_06-Calculating reciprocity in a directed graph.mp4 4.4 MB
02. Working with Geographic, Economic, and Other Data/02_04-Displaying statistical data about a city or territory.mp4 4.1 MB
05. Performing Social Network Analysis/05_03-Evaluating centrality by calculating betweenness.mp4 3.7 MB
03. Discovering and Displaying Financial Data/03_02-Displaying the high, low, open, and close values for a stock.mp4 3.4 MB
03. Discovering and Displaying Financial Data/03_08-Discovering the effective interest rate of an investment.mp4 3.0 MB
03. Discovering and Displaying Financial Data/03_05-Displaying a list of currency symbols.mp4 2.8 MB
03. Discovering and Displaying Financial Data/03_01-Returning the latest stock price for a company.mp4 2.5 MB
07. Manipulating and Analyzing Textual Data/07_06-Performing sentiment analysis on text.mp4 2.3 MB
01. Introduction/01_02-What you should know before watching this course.mp4 2.0 MB
08. Conclusion/08_01-Further resources.mp4 2.0 MB
01. Introduction/01_03-Using the exercise files.mp4 880.7 kB

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