Lynda - Mathematica 10 Advanced Analysis

1. 01. Introduction/01_01-Welcome.mp44.39MB
2. 01. Introduction/01_02-What you should know before watching this course.mp41.88MB
3. 01. Introduction/01_03-Using the exercise files.mp4860.1KB
4. 02. Working with Geographic, Economic, and Other Data/02_01-Discovering the geographic position of an entity.mp46.61MB
5. 02. Working with Geographic, Economic, and Other Data/02_02-Generating interesting and useful maps.mp44.72MB
6. 02. Working with Geographic, Economic, and Other Data/02_03-Displaying statistical data about a country.mp47.85MB
7. 02. Working with Geographic, Economic, and Other Data/02_04-Displaying statistical data about a city or territory.mp43.94MB
8. 02. Working with Geographic, Economic, and Other Data/02_05-Discovering information on significant individuals.mp44.24MB
9. 02. Working with Geographic, Economic, and Other Data/02_06-Returning data on historical periods.mp49.84MB
10. 02. Working with Geographic, Economic, and Other Data/02_07-Analyzing word usage.mp48.95MB
11. 03. Discovering and Displaying Financial Data/03_01-Returning the latest stock price for a company.mp42.38MB
12. 03. Discovering and Displaying Financial Data/03_02-Displaying the high, low, open, and close values for a stock.mp43.26MB
13. 03. Discovering and Displaying Financial Data/03_03-Graphing financial data using a candlestick chart.mp46.02MB
14. 03. Discovering and Displaying Financial Data/03_04-Displaying changes in a stock price over the past year.mp46.72MB
15. 03. Discovering and Displaying Financial Data/03_05-Displaying a list of currency symbols.mp42.63MB
16. 03. Discovering and Displaying Financial Data/03_06-Calculating the exchange rate between two currencies.mp46.5MB
17. 03. Discovering and Displaying Financial Data/03_07-Calculating the time value of money and adjusting for inflation.mp46.19MB
18. 03. Discovering and Displaying Financial Data/03_08-Discovering the effective interest rate of an investment.mp42.86MB
19. 03. Discovering and Displaying Financial Data/03_09-Calculating the present value of an annuity.mp46.09MB
20. 04. Generating and Analyzing Time Series and Random Data/04_01-Creating and displaying a time series.mp49.66MB
21. 04. Generating and Analyzing Time Series and Random Data/04_02-Finding and displaying data within a time series window.mp44.63MB
22. 04. Generating and Analyzing Time Series and Random Data/04_03-Selecting a random value from a list of values.mp48.13MB
23. 04. Generating and Analyzing Time Series and Random Data/04_04-Generating and graphing a random walk process.mp45.32MB
24. 04. Generating and Analyzing Time Series and Random Data/04_05-Generating random values using different processes.mp45.6MB
25. 05. Performing Social Network Analysis/05_01-Generating a random graph.mp46.85MB
26. 05. Performing Social Network Analysis/05_02-Calculating centrality by counting direct links.mp48.83MB
27. 05. Performing Social Network Analysis/05_03-Evaluating centrality by calculating betweenness.mp43.51MB
28. 05. Performing Social Network Analysis/05_04-Identifying cliques in a graph.mp46.53MB
29. 05. Performing Social Network Analysis/05_05-Calculating the shortest path between two points.mp46.85MB
30. 05. Performing Social Network Analysis/05_06-Calculating reciprocity in a directed graph.mp44.15MB
31. 06. Applying Machine Learning Algorithms to Data/06_01-Rescaling data to minimize bias.mp46.04MB
32. 06. Applying Machine Learning Algorithms to Data/06_02-Classifying data based on existing rules.mp49.24MB
33. 06. Applying Machine Learning Algorithms to Data/06_03-Classifying data by identifying rules through training data.mp411.4MB
34. 06. Applying Machine Learning Algorithms to Data/06_04-Predicting output values using linear regression.mp48.3MB
35. 06. Applying Machine Learning Algorithms to Data/06_05-Identifying clusters of data.mp46.41MB
36. 07. Manipulating and Analyzing Textual Data/07_01-Importing a text file into Mathematica.mp413.26MB
37. 07. Manipulating and Analyzing Textual Data/07_02-Splitting a text string into words or sentences.mp411.59MB
38. 07. Manipulating and Analyzing Textual Data/07_03-Looking up words in dictionaries.mp45.93MB
39. 07. Manipulating and Analyzing Textual Data/07_04-Counting word occurrences within a string.mp414.58MB
40. 07. Manipulating and Analyzing Textual Data/07_05-Preparing text data for natural language processing.mp414.7MB
41. 07. Manipulating and Analyzing Textual Data/07_06-Performing sentiment analysis on text.mp42.24MB
42. 08. Conclusion/08_01-Further resources.mp41.87MB