Description
In this course, you will :
- Learn how to use the Mathematica 11 environment and language to analyse data.
- demonstrates how to create Mathematica notebooks, find help, assign values to variables, import data into Mathematica, and use Wolfram|Alpha to research your results.
- explains how to use Mathematica 11 to create and manipulate lists, analyse data using descriptive statistics, perform matrix calculations, write and debug Mathematica scripts, and plot data.
- To finish, he shows how to convert files to Computable Document Format (CDF), add animation to make your results more interactive, and get started with the Wolfram Cloud.
Syllabus :
1. Introducing Mathematica 11
- Run Mathematica and enter commands
- Manage Mathematica notebooks
- Get help in Mathematica
- Browse the Demonstrations library
2. Surveying Basic Mathematica Commands
- Introduce mathematical operators
- Refer to previous calculations
- Assign values to variables
- Import and export data
- Calculate values using built-in functions and variables
- Create advanced formulas using the Math Assistant
- Send a result to Wolfram Alpha
3. Manipulating Lists
- Create a list
- Refer to and edit list items
- Add and delete list items
- Count and summarize list items
- Sort and reorder lists
- Identify the first or last item in a list
- Select list items by rule
- Delete duplicate list items
- Join multiple lists into a single list
4. Analyzing Data Using Descriptive Statistics
- Find the mean, median, and commonest value
- Calculate variance and standard deviation
- Identify data quartiles
- Calculate the interquartile range
- Find the covariance of two sets of values
- Calculate the correlation of two data sets
5. Manipulating Matrices
- Define vectors and matrices
- Add, subtract, and multiply matrices
- Generate useful matrices
- Transpose and invert matrices
- Perform element-wise calculations
- Refer to and edit matrix items
- Convert a matrix to a list
6. Managing Executable Mathematica Scripts
- Suppress output in a notebook
- Define a function
- Add comments to a Mathematica script
- Debug your Mathematica code
7.Visualizing and Formatting Data
- Create a bar chart
- Summarize data using a histogram
- Create a scatter plot
- Create a paired bar chart
- Set chart options
- Plot function output
8.Creating Interactive and Animated Visualizations
- Create a Computable Document Format (CDF) file
- Manipulate a single input value for an expression
- Manipulate two or more input values for an expression
- Animate the results of an expression
- Analyze data using Mathematica Online
- Create a Wolfram Cloud app