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Machine Learning Workshop

Girl 2.0 Virtual Series
​
July 25, 2020 - August 16, 2020
4 Weeks, Saturdays and Sundays from 12:30pm - 2:00pm PST

Why should you attend?

Artificial intelligence has inherently humanistic applications. It is revolutionizing not only our Siri and Netflix experiences, but critical industries such as medicine, transportation, economics, and criminal justice. In this course, we focus specifically on the branch of artificial intelligence that is supervised machine learning. Students first learn the syntax of Python, a versatile and efficient programming language popular in the machine learning realm. Then they will switch gears and become familiarized with the core concepts of supervised machine learning, especially important classification models like linear/logistic regression, support vector machines (SVMs), and neural networks.

What will you learn?

Students will supplement theory-based learning with understanding simple real-world machine learning examples, such as utilizing logistic regression to assess the Titanic survival dataset. Drawing on both their newfound Python and machine learning skills, students will experiment with larger-scale projects, including learning how to recognize handwritten digits from the MNIST database with neural networks and how to use SVMs to identify motifs in the human genome. We hope this course will give students the experience they need to dive more deeply into machine learning and its applications in today’s society.

Schedule of Events

Session 1: July 25 - Intro to Machine Learning
Session 2: July 26 - Python Tutorial
Sessions 3: August 1 - Supervised Machine Learning
Session 4: August 2 - Logistic/Linear Regression

Session 5: August 8 - Support Vector Machines
Session 6: August 9 - Neural Networks
Sessions 7: August 15 - Image Recognition using Neural Networks
Session 8: August 16 - Motif Identification using SVMs


Register for Machine Learning Workshop

Please use the link below to register. You may sign up for as many sessions as you would like.
REGISTER NOW
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contact.girl2team@gmail.com
  • Home
  • Curriculum
  • AI Workshops
    • Machine Learning Workshop
    • Algorithmic Bias Workshop
    • Bioinformatics Workshop
    • NLP/Robotics Workshop
  • Events
    • Virtual Events
    • Los Alamitos FLL Workshop
    • GirlHacks
    • KIPP Diversity in Tech Presentation
    • Tom Matsumoto Web Design Course
    • 2016
  • Team
    • Team
    • Chapters
    • Advisors
  • Contact