FREE
daily Instructor: Dr. Sean OliverAbout this Course
Machine Learning in Art Curation: Analyzing Artist Gender
Course Description:
In the world of art curation, the study of artists and their works plays a pivotal role in understanding art movements, historical contexts, and societal influences. With the advent of Artificial Intelligence (AI) and Machine Learning (ML), art curation has been revolutionized, allowing for more efficient and comprehensive analysis of artistic creations.
This cutting-edge course, "AI for Art Curation: Sorting Artists by Gender with Machine Learning," delves into the fascinating intersection of art, technology, and gender studies. Participants will explore how AI and ML algorithms can be utilized to identify and sort artworks based on the gender of the artists who created them.
Course Objectives:
- Understand the fundamentals of AI and ML and their applications in art curation.
- Examine the importance of gender representation in the art world and its impact on art history.
- Learn how to preprocess and clean art data for machine learning analysis.
- Explore various ML algorithms for gender classification and their strengths and limitations.
- Develop and implement AI models to sort artists by gender using Python and popular ML libraries.
- Evaluate the performance and accuracy of AI models in gender classification.
- Discuss the ethical considerations surrounding the use of AI in art curation and gender attribution.
Course Modules:
- Introduction to AI and ML in Art Curation
- The Intersection of Gender Studies and Art
- Data Preprocessing and Cleaning Techniques
- Machine Learning Algorithms for Gender Classification
- Hands-on: Implementing Gender Classification Models
- Evaluating Model Performance and Accuracy
- Exploring Ethical Challenges in AI Art Curation
Who Should Enroll:
This course is designed for art enthusiasts, curators, researchers, data scientists, and anyone intrigued by the fascinating blend of AI and art curation. Participants should have basic programming knowledge in Python and a fundamental understanding of machine learning concepts. A passion for art and an interest in gender representation in the art world are also encouraged.
Join us in this unique exploration of art, technology, and gender attribution in the captivating realm of art curation through the lens of AI and Machine Learning!
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Frequently Asked Questions
For detailed information about our Machine Learning in Art Curation: Analyzing Artist Gender course, including what you’ll learn and course objectives, please visit the "About This Course" section on this page.
The course is online, but you can select Networking Events at enrollment to meet people in person. This feature may not always be available.
The course doesn't have a fixed duration. It has 16 questions, and each question takes about 5 to 30 minutes to answer. You’ll receive your certificate once you’ve answered most of the questions. Learn more here.
The course is always available, so you can start at any time that works for you!
We partner with various organizations to curate and select the best networking events, webinars, and instructor Q&A sessions throughout the year. You’ll receive more information about these opportunities when you enroll. This feature may not always be available.
You will receive a Certificate of Excellence when you score 75% or higher in the course, showing that you have learned about the course.
An Honorary Certificate allows you to receive a Certificate of Commitment right after enrolling, even if you haven’t finished the course. It’s ideal for busy professionals who need certification quickly but plan to complete the course later.
The price is based on your enrollment duration and selected features. Discounts increase with more days and features. You can also choose from plans for bundled options.
Choose a duration that fits your schedule. You can enroll for up to 7 days at a time.
No, you won't. Once you earn your certificate, you retain access to it and the completed exercises for life, even after your subscription expires. However, to take new exercises, you'll need to re-enroll if your subscription has run out.
To verify a certificate, visit the Verify Certificate page on our website and enter the 12-digit certificate ID. You can then confirm the authenticity of the certificate and review details such as the enrollment date, completed exercises, and their corresponding levels and scores.
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