What is Human in the Loop in Machine Learning? скачать в хорошем качестве

What is Human in the Loop in Machine Learning?

Most machine learning models rely on data that has been prepared by humans. But the interaction between humans and machines doesn't stop there. The most powerful systems are set up such that they allow both sides to interact continuously through a mechanism commonly referred to as "Human in the loop" (HITL). So, let's learn more about the human-in-the-loop mechanisms that are present in the world of machine learning. ❇️ Prefer to read rather than watch the video? Check out the blog post here: https://levity.ai/blog/human-in-the-loop Key takeaway: 👉 HITL refers to systems that allow humans to give direct feedback to a model for predictions below a certain level of confidence. Learn more about the challenges of building a machine learning model and where a continuous feedback loop can be beneficial in your model's performance. ___________________________________________ Levity is an AI software that allows you to create custom models to train for the classification of images, documents and text. Levity is completely no-code, meaning you don’t need to have any prior knowledge of machine learning or coding algorithms! Our tool is intended for non-technical process managers who are part of small- and mid-size organizations and banish repetitive and mind-numbing tasks from their workdays entirely. Give us a follow on socials! We're active almost every day and love chatting to our community members! 👨‍🏫 JOIN OUR WEEKLY DEMO: https://levity.ai/webinar 👉 SIGN UP FOR LEVITY + tell us about your use case!: https://levity.ai/ 🐦 Twitter:   / levityai   📘 Facebook:   / levityai   💼 LinkedIn:   / levityai   ⏩ YouTube:    / levityai