1. To download Mathematica 12.3, go to the Mathematica download service and click on the appropriate link for your user type.
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)
2. If you do not have an account, now is the time to create one:
- Go to user.wolfram.com and click “Create Account.”
- Fill out form using an @msstate.edu email and click “Create Wolfram ID.”
- Check your email and click the link to validate your Wolfram ID
3. Request the download and Activation key:
- Fill out this form to request an Activation Key.
- Click the “My Products and Services” tab to access your license.
- Click “Get Downloads”
![Wolfram User Portal main page](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=b7f120d7-1625-4df8-b51f-ea3b0a4628ea.jpg)
4. Click on macOS.
![](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=4751e57b-37e7-4a10-884c-4977536e5fcb.jpg)
5. Click Start Download. Mathematica Documentation will be the first download.
![Download File Information](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=bf675935-3c09-4993-b619-313d872e2e1f.jpg)
6. This will download a file based on your platform. Double-click on the file when you are ready to install.
![Finder window of Downloads](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=13df7387-a6b3-4216-bcd9-85bd50488cf1.jpg)
NOTE: You will need an activation key. Activation Key can be found under Activation Keys on the Wolfram website.
![Activation Keys](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=396a7c1d-2241-4c6d-9405-9dfee9a404dd.jpg)
7. After the download is complete, double-click the icon (shown below) to start the download.
8. Click Next.
![Download manager](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=4699a3e4-faa0-4299-becf-904c29725a44.jpg)
9. Let Mathematica download.
![Download Manager](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=cae00c4d-9e09-40f2-af2f-9dc7c3f76927.jpg)
10. Click Launch.
![Download manager launch](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=c0fc462a-26b5-44c3-9f8e-36695812f7d1.jpg)
11. Click Continue to Install the Mathematica Documentation.
![Documentation Installer](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=d8d338d4-1841-4ecc-8517-b3159938f587.jpg)
12. Click Install.
![Documentation Installer](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=b4abf7eb-a7c2-4b6d-baf7-4c0c52fc90b1.jpg)
13. Program will begin to install.
![Documentation Installer](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=a8b5e4e9-c53f-4744-9bec-57f7e42a1e2e.jpg)
14. Click Close.
![Documentation Installer close](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=c866061a-3fc8-4535-bb1d-398e4c47a65f.jpg)
15. To install the Mathematica software, drag the Mathematica icon to the Applications folder.
![Mathematica program installer](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=35dcf923-cacc-4d35-bfd4-678eef6fa14f.jpg)
16. Open Mathematica. Click Help in the Mathematica Menu.
![Mathematica program license activation](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=e7e2a076-0274-4b19-b10e-bec1750d8bb9.jpg)
17. Type in the Activation Key from your User Portal download page and click Activate.
![Activation Key](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=cc537a3c-2733-4456-884e-55c5867aaf99.jpg)
If the correct Activation Key was entered, a message of "Activation successful!" will appear. If not, then you need to double check your activation key in the Mathematica User Portal.
![Activation Key location](https://servicedesk.msstate.edu/TDPortal/Images/Viewer?fileName=fb4a2d9f-cca2-4310-a7bd-5b7e5c6fc65b.jpg)
Any issues with utilizing the software will need to be addressed by your instructor or by contacting Wolfram Mathematica Tech Support at 1-800-WOLFRAM 8am–5pm US Central Time or by Online Support.