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Gradescope

Gradescope icon

What is Gradescope ?

Gradescope.com is an AI-powered educational platform that serves as an advanced tool for educators and students alike. It goes beyond traditional grading systems, offering features like an AI homework helper, AI homework solver, and AI for homework assistance.

Features :

  • AI-powered grading
  • Homework assistance
  • Detailed analytics
  • Efficient feedback mechanisms

Pricing :

  • Gradescope offers various pricing plans tailored to the needs of educators and institutions. For specific details, please visit the official website.

Estimated Visit Traffic :

6.16M /Month

User Distribution :

United States - 89.12% | Hong Kong - 1.04% | Saudi Arabia - 1.0% | Belgium - 0.92% | United Kingdom - 0.84%

AI Masterclass with Sergey Karayev: Shaping the Future of Education

Diving into the fascinating world of Artificial Intelligence (AI) in education, Sergey Karayev, the co-founder of Gradescope and the head of AI for STEM at Turnitin, shares his expertise and insights. This article brings to light the essential elements of his masterclass, discussing AI's potential, its educational impact, and the skills required to navigate the swiftly evolving AI landscape.

1. Understanding AI: Terms, History, and Possibilities

Sergey Karayev defines AI as intelligent behavior demonstrated by machines, distinguishing it from natural intelligence. Within the AI spectrum, he places machine learning and its subset, deep learning, which are pivotal in making data-driven predictions. He emphasizes the current focus on deep learning as the spearhead of AI advancements.,Karayev traces the origins of AI back to Alan Turing's proposition of the Turing Test and charts its evolution, including the increase in commercially viable AI frameworks focused predominantly on supervised learning. He touches on the intriguing yet difficult task of image recognition, posing challenges such as distinguishing chihuahuas from muffins, and recognizing different lighting conditions in photos as examples.,The future scope of AI as envisaged by Karayev includes the progression of both supervised learning and the emerging fields of unsupervised learning and reinforcement learning. The potential impact of AI on society, including the automation of jobs, calls for effective education to mitigate upheavals. Highlighting the substantial progress AI has made in education and technology, Karayev's vision sets the tone for AI's possibilities and its integration into structured learning.

2. AI Application Grading Rubric and Practical Use Cases

Karayev shares a unique grading rubric to assess AI applications, focusing on task formulation validity, user interface and performance requirements, as well as data quality. He challenges attendees to consider not only whether AI can solve a problem but also if it should, underlining the ethical and practical considerations in AI deployment.,The effectiveness of an AI application can be graded based on how it tackles a task, the finesse of its user interface, and its capacity to perform to or beyond human levels. Mistakes made by AI can vary in severity, from trivial to dangerous, and this must shape the application's user experience design.,Karayev provides examples of AI tools like Grammarly, which enhances writing through AI prompts that are educational, and Google Photos, which uses AI to sort images and learns from user inputs. Such interactive platforms underscore how user feedback can refine AI algorithms, creating smarter applications with wider benefits.

3. The Roles in AI and Effective Hiring Strategies

The masterclass discusses various key roles integral to AI development and deployment, including data engineers, machine learning researchers, and machine learning engineers. Karayev advises on identifying the specific skills needed for each role and the importance of having a diverse team to meet the multifaceted demands of AI projects.,He illustrates the skill set matrix required for different AI jobs, remarking that not all roles need deep knowledge of machine learning, but a solid background in software development is crucial. Communication abilities are also highlighted as an essential skill, particularly for data scientists who bridge the gap between technical findings and business insights.,Karayev provides practical tips on sourcing candidates for different AI roles. For instance, data engineers might come from a software engineering background, whereas machine learning researchers typically possess advanced degrees. He underscores the scarcity of AI talent and stresses the strategic advantage of fostering an environment where team members can continually develop and share their expertise.

4. Gradescope Video Summary

In his masterclass, Sergey Karayev delivers a comprehensive overview of AI, particularly its role in education. He dissects the terminology, the history, and the current and potential applications of AI. Karayev also presents a grading rubric for AI applications, discusses various AI roles, hiring strategies, and emphasizes the importance of data quality in AI's success. This article encapsulates his vision, revealing how AI is becoming an indispensable tool in the educational field.

Other Gradescope Related Videos

User Reviews On Twitter

  • Derek Colley icon
    Derek Colley
    Consulting Technology Lead, CTO & CIO
    Just found @gradescope. Loving the concept!
    gradescope.com/
  • CSULB Academic Technology Services icon
    CSULB Academic Technology Services
    Academic Technology Services (ATS) delivers and supports educational technology to the CSULB campus community. Follow us on Instagram! @csulbats
    Faculty Workshop:
    GRADESCOPE FOR ONLINE & HYBRID TEACHING
    Feb. 23 | 10am

    See how to set up an assignment, grade consistently with a rubric, provide students with rich targeted feedback, and easily return work electronically.
    info.gradescope.com/workshop-series

    #CSULB
    twitter post image
  • Kevin Gutowski icon
    Kevin Gutowski
    Previously @gradescope. Asking questions ❓, Taking photos 📸, Designing stuff ✨, and making some music 🎻 He/Him
    I’m so proud of our new landing page for @gradescope. It’s something that we have been wanting to do for a long time and I’m really happy to see it finally come together. www.gradescope.com/
    twitter post image
  • Caroline Winnett 🐻 icon
    Caroline Winnett 🐻
    Executive Director, Berkeley SkyDeck. Startup scholar, violinist, skier, cyclist. I'm bullish on (Cal) Bears.
    SkyDeck alum Gradescope gets acquired! @gradescope blog.gradescope.com/gradescope-joins-turnitin-2d8cb716f94e
  • Ryan Hazen icon
    Ryan Hazen
    Advocating education in human community during the age of technology. Knowledge is collective so I can't really call these tweets my own.
    #nwmet2018 cool handwriting recognition in maths with gradescope gradescope.com
    twitter post image
  • Dr. Dan Baker icon
    Dr. Dan Baker
    AI for education innovator 🚀 Teaching 5k+ future engineers @ColoradoStateU 🎓 OER Author @EngrStatics 📚 Join me in revolutionizing education with AI 💡
    I just saw that @Gradescope is extending free access through fall. This is a generous offer to use the best time-saving tool I've discovered in the past few years.

    If you are a teacher, save some time & provide better feedback to your Ss: use Gradescope!
    blog.gradescope.com/recent-updates-to-help-with-urgent-remote-assessment-needs-responding-to-covid-19-61dae0d57d4a
  • Pieter Abbeel icon
    Pieter Abbeel
    Professor at Berkeley; Founder of Covariant & Gradescope; The Robot Brains Podcast Host; Investment Partner at AIX Ventures
    Know any instructors / TAs doing a lot of homework/exam/project grading and want to help them save a lot of time this school year? Good time to point them to gradescope.com, we just revamped the landing page! :) @gradescope
    twitter post image
  • Whitney Duim icon
    Whitney Duim
    Assistant Professor of Teaching Chemistry at @UCDChem, Mom to 2 boys + 1 dog, she/her/hers
    Looking forward to presenting with Julia Chamberlain of @UCDChem at the Gradescope Summit tomorrow!
    info.gradescope.com/noa-gradescope-summit
  • Keri Kornelson icon
    Keri Kornelson
    OU peeps: There are some upcoming Gradescope workshops. Dates and information can be found at www.ou.edu/teachanywhere. Gradescope is a great way to grade student work in both online and face-to-face courses. www.gradescope.com/get_started @gradescope @cfeOU
  • Simi - Website Superhero icon
    Simi - Website Superhero
    Smart Humans at Work. No AI. 💻 💰💲 Contact for Super-Converting Websites and Digital Marketing for Local Businesses, Side Hustlers and Corporate Professionals
    Gradescope.com: Online #grading platform that streamlines assessment and provides efficient #feedback for instructors.

    #coaching #mentoring
    twitter post image

What users think about Gradescope - from Twitter

  • Users appreciate Gradescope for its concept and its time-saving grading tools.
  • Gradescope offers workshops for faculty on setting up assignments, grading with rubrics, providing feedback, and electronic return of work.
  • The new landing page for Gradescope has been well-received and marks a milestone for the team.
  • Gradescope has been acquired, indicating possible growth and success.
  • The platform boasts advanced features like handwriting recognition for grading mathematics.
  • Gradescope has extended free access for certain periods, highlighting their commitment to support educators and students.
  • Gradescope is recommended for saving time on grading for homework, exams, and projects.
  • Educational institutions and faculty are utilizing Gradescope for both online and face-to-face courses.
  • Gradescope is an online grading platform that streamlines the assessment process and enhances the efficiency of feedback from instructors.

Gradescope Pros and Cons

Pros :

  • Time-saving automated grading
  • Personalized homework assistance
  • Insightful analytics for educators

Cons :

  • Dependence on technology may pose challenges for some educators
  • Requires adaptation to a new grading system

Gradescope FQA

  • 1What is Gradescope?

    Gradescope is an AI-enhanced platform designed to streamline the grading process and provide intelligent assistance with homework.

  • 2How does the AI homework solver work?

    The AI homework solver in Gradescope utilizes advanced algorithms to analyze and understand homework problems, providing step-by-step solutions.

  • 3Can Gradescope be used for subjects other than math?

    Yes, Gradescope is versatile and can be applied across various subjects, making it a valuable tool for educators in diverse fields.

Gradescope Use Cases

  • Automated grading for large classes
  • Individualized homework support
  • Data-driven insights for educators

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