AI Programming with Wolfram Language
Overview
What Are Wolfram Microcredentials?
Wolfram Microcredentials are carefully collated collections of courses that focus on a specific area of study. Using the core curricula from our popular Wolfram boot camps and adding AI course assistance, we've created series of interactive courses that build sequentially to develop student skills and give hands-on practical experience. Wolfram Microcredentials include certification assessments that allow successful students to be awarded Wolfram Level 1 and Level 2 proficiency and expertise certifications in specialized areas of study.
What You'll Learn: AI Programming with Wolfram Language
In this microcredential program, you'll develop your programming skills for AI, leveraging the capabilities of Wolfram Language to apply deep learning for analysis of all types of data. Discover notebook-based interactive workflows and how to use, build and train machine learning models. Learn what neural networks are, how you can use pre-trained networks and how to build and train your own models using the high-performance neural net framework integrated in Wolfram Language. Get valuable experience by doing hands-on explorations and projects with help from an AI course assistant and assessment feedback from Wolfram instructors. Designed for individuals with basic programming experience, this microcredential program prepares you for advanced studies in AI and machine learning and builds AI programming skills. Wolfram Level 1 and Level 2 certification assessments are included, allowing you to demonstrate your gained proficiency and expertise in AI programming.
Component Courses
This microcredential includes the following component courses.
- Wolfram Notebook and Language Basics
- Machine Learning Superfunctions
- Wolfram Neural Net Framework
- Building Applications with the Neural Net Repository
- Programming with LLM Functions
- Deep Learning for Text Analysis
- Convolutional Networks for Image Computations
- Deep Learning for Audio and Video Applications
Instructors
Recommended Microcredential Completion Process
- Purchase the microcredential to receive access to the component courses and a 90-day subscription to Wolfram Notebook Assistant + LLM Kit.
- Earn your certificate of completion for each course by watching lesson videos and passing quizzes.
- Track your overall progress from the Microcredential Overview page.
- When you've completed all the component courses, you will earn a certificate of completion for AI Programming with Wolfram Language.
Recommended Process for Advanced Certifications
- Level 1 and Level 2 certification assessments are included with the microcredential program and are available for 90 days following purchase.
- Follow the instructions on the Microcredential Overview page for completing your Level 1 certification exercises and submit your exercises for grading.
- Successful submissions will result in Level 1 certification for proficiency in AI Programming with Wolfram Language.
- Review the Level 2 certification details and grading rubric on the Microcredential Overview page and submit an independent project using Wolfram Language.
- Successful submissions will result in Level 2 certification for applied expertise in AI Programming with Wolfram Language.
Pricing
Purchase the microcredential to get access to all program component courses and receive a 90-day subscription to Wolfram Notebook Assistant + LLM Kit. Level 1 and Level 2 certification assessments are included with your purchase and must be submitted within 90 days. Your access to the interactive courses does not expire, and completion certificates can be earned anytime according to your individual progress.
Purchase nowFAQ
How much programming do I need to know before starting the microcredential?
The AI Programming with Wolfram Language microcredential is designed for individuals with basic programming experience, not experts. The first course in the program provides instruction in getting started with Wolfram Notebooks and Wolfram Language basics.
What math should I know before starting the microcredential?
Machine learning and neural network concepts make use of calculus, linear algebra, statistics and probability theory. Any mathematical knowledge you bring to the program will give you an advantage. Some helpful resources are available at Wolfram U.
What will I learn from this microcredential?
In addition to hands-on knowledge of neural networks, this program will teach you how to use trained and untrained models from the Wolfram Neural Net Repository and how to build and train your own models. You'll learn about machine learning superfunctions in Wolfram Language and how to program with LLM functions. The program explores applications using text, image, audio and video data.
What certifications are available?
A certificate of course completion is earned as you finish each component course in the program, with an overall certificate of completion for the full program earned at the end. Those who demonstrate proficiency with select exercises will be awarded Level 1 certification for proficiency in AI Programming with Wolfram Language. Participants who demonstrate applied expertise with an independent project will earn Level 2 certification.
What does the microcredential program fee cover?
The fee includes access to all component courses and completion certificates, a 90-day subscription to Wolfram Notebook Assistant + LLM Kit and certification assessments for Level 1 and Level 2. The program features a custom Microcredential Overview page where you can access the component courses, view certification details and track your individual progress.
Do the courses include access to the Wolfram U Course Assistant?
The Wolfram U Course Assistant is available with a subscription to Wolfram Notebook Assistant + LLM Kit. The microcredential program includes a complimentary 90-day subscription.
How can the Wolfram U Course Assistant help me?
The Course Assistant has been trained using the material from the course lessons and can answer any questions you might have—including those about Wolfram Language code. The Course Assistant can even suggest helpful questions whose answers and explanations will let you dive deeper into the material.
How do I earn a course completion certificate?
You must watch all the videos and pass the section quizzes to complete a course. The certificate is automatically generated and available in your progress tracker.
Do I have to complete all courses before taking the Level 1 certification?
Completion of all courses is highly recommended, as they provide the knowledge needed for certification, but it is not strictly required.
How do I access my final certificate of completion?
Once all courses are completed, your certificate of completion for AI Programming with Wolfram Language is available on the Microcredential Overview page.
How many exercises are required for Level 1 certification?
You must complete and submit two of four possible exercises. (Only two will be graded, so don't do more.) Level 1 certification exercises are available on the Microcredential Overview page.
How do I submit my certification exercises?
Download the exercise notebook from the Microcredential Overview page and fill it out with your solutions. Make sure to explain your code and confirm that it runs properly in a fresh kernel. Use the file upload link on the Overview page to submit your notebook to us for grading within 90 days of purchase.
When will I receive my Level 1 results?
Grading times may vary, but results are typically available within 30 days.
What does the Level 2 certification require?
You must submit an independent project that demonstrates expertise in using Wolfram Language for AI problem solving.
How do I know if my project meets certification standards?
Review the grading rubric available on the Microcredential Overview page. Your project should include a well-defined AI problem, a Wolfram Notebook with properly structured and explained code and a demonstration of Wolfram Language tools for AI.
How do I submit my Level 2 project?
Use the file upload link on the Overview page to submit your notebook to us for grading within 90 days of purchase.
What happens if I don't pass?
If your project does not meet certification standards, feedback will be provided, and you will have an opportunity to revise and resubmit within the original 90-day time frame.
How long do I have access to the microcredential materials?
Your access to course materials never expires, but certification assessments must be completed within 90 days of purchase.
How long does it take to complete a microcredential program?
The microcredential curricula are sourced from popular Wolfram boot camps, which are completed in an immersive two-week schedule. Motivated students can expect to complete the online microcredential program within 90 days.
What if I need more time to complete the program?
Wolfram online microcredentials are intended for self-directed study, so you can take as much time as you need to work through the program. Keep in mind, however, that your purchase includes a 90-day subscription to Wolfram Notebook Assistant + LLM Kit, and Level 1 and Level 2 certification assessments must be submitted within 90 days of purchase. Your access to the interactive courses does not expire, and completion certificates can be earned anytime according to your individual progress.
Can I extend my subscription to Wolfram Notebook Assistant + LLM Kit beyond the initial trial period?
Yes! Subscription plans are available here.
How do the interactive component courses work?
Sign in to the interactive courses and the Microcredential Overview page using your Wolfram ID. From the Overview page, you can navigate to component courses and track your overall program progress. Each interactive course framework includes video lessons, quizzes, exploration activities and the Course Assistant.
Where can I track my progress?
Your charted completion of course videos and quizzes is available under Track My Progress in each course framework, and your overall program progress is tracked on the Microcredential Overview page.
Where can I find my course completion certificates?
From the course framework, click Track My Progress to access your completion certificate for a particular course. In addition, the Microcredential Overview page includes a progress tracking section showing all component courses, as well as Level 1 and Level 2 certification details.