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Download Lynda - Mathematica 10 Advanced Analysis

Lynda Mathematica 10 Advanced Analysis

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Lynda - Mathematica 10 Advanced Analysis

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Total Size

284.7 MB

Total Files

42

Hash

DA8B96A082F1068FAAD984BA9833DEED5C614635

/01. Introduction/

01_01-Welcome.mp4

4.6 MB

01_02-What you should know before watching this course.mp4

2.0 MB

01_03-Using the exercise files.mp4

880.7 KB

/02. Working with Geographic, Economic, and Other Data/

02_01-Discovering the geographic position of an entity.mp4

6.9 MB

02_02-Generating interesting and useful maps.mp4

4.9 MB

02_03-Displaying statistical data about a country.mp4

8.2 MB

02_04-Displaying statistical data about a city or territory.mp4

4.1 MB

02_05-Discovering information on significant individuals.mp4

4.4 MB

02_06-Returning data on historical periods.mp4

10.3 MB

02_07-Analyzing word usage.mp4

9.4 MB

/03. Discovering and Displaying Financial Data/

03_01-Returning the latest stock price for a company.mp4

2.5 MB

03_02-Displaying the high, low, open, and close values for a stock.mp4

3.4 MB

03_03-Graphing financial data using a candlestick chart.mp4

6.3 MB

03_04-Displaying changes in a stock price over the past year.mp4

7.0 MB

03_05-Displaying a list of currency symbols.mp4

2.8 MB

03_06-Calculating the exchange rate between two currencies.mp4

6.8 MB

03_07-Calculating the time value of money and adjusting for inflation.mp4

6.5 MB

03_08-Discovering the effective interest rate of an investment.mp4

3.0 MB

03_09-Calculating the present value of an annuity.mp4

6.4 MB

/04. Generating and Analyzing Time Series and Random Data/

04_01-Creating and displaying a time series.mp4

10.1 MB

04_02-Finding and displaying data within a time series window.mp4

4.9 MB

04_03-Selecting a random value from a list of values.mp4

8.5 MB

04_04-Generating and graphing a random walk process.mp4

5.6 MB

04_05-Generating random values using different processes.mp4

5.9 MB

/05. Performing Social Network Analysis/

05_01-Generating a random graph.mp4

7.2 MB

05_02-Calculating centrality by counting direct links.mp4

9.3 MB

05_03-Evaluating centrality by calculating betweenness.mp4

3.7 MB

05_04-Identifying cliques in a graph.mp4

6.8 MB

05_05-Calculating the shortest path between two points.mp4

7.2 MB

05_06-Calculating reciprocity in a directed graph.mp4

4.4 MB

/06. Applying Machine Learning Algorithms to Data/

06_01-Rescaling data to minimize bias.mp4

6.3 MB

06_02-Classifying data based on existing rules.mp4

9.7 MB

06_03-Classifying data by identifying rules through training data.mp4

12.0 MB

06_04-Predicting output values using linear regression.mp4

8.7 MB

06_05-Identifying clusters of data.mp4

6.7 MB

/07. Manipulating and Analyzing Textual Data/

07_01-Importing a text file into Mathematica.mp4

13.9 MB

07_02-Splitting a text string into words or sentences.mp4

12.1 MB

07_03-Looking up words in dictionaries.mp4

6.2 MB

07_04-Counting word occurrences within a string.mp4

15.3 MB

07_05-Preparing text data for natural language processing.mp4

15.4 MB

07_06-Performing sentiment analysis on text.mp4

2.3 MB

/08. Conclusion/

08_01-Further resources.mp4

2.0 MB

 

Total files 42


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