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Building a large scale unsupervised model anomaly detection system?—?Part 2

Lyft Engineering

Building a large scale unsupervised model anomaly detection system — Part 2 Building ML Models with Observability at Scale By Rajeev Prabhakar , Han Wang , Anindya Saha Photo by Octavian Rosca on Unsplash In our previous blog we discussed the different challenges we faced for model monitoring and our strategy for addressing some of these problems.

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Top 30+ Computer Science Project Topics of 2023 [Source Code]

Knowledge Hut

Till then, pick a topic from this blog and get started on your next great computer science project. Hospital Management System Type : Application development, Database management, Programming There is no shortage of computer science project topics out there. Programming a system to track medical appointments.

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Building a Chatbot Using Prompt Engineering

Edureka

In other words, you don’t need to be a programmer or have any coding background to dive into this creative process of building a chatbot using prompt engineering. We’ll start from the ground up with Flowise, guiding you through each step to build your own AI persona chatbot.

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Technical Learning at Lyft: Build a Strong Data Science Team

Lyft Engineering

See our previous blog post for more on the motivations behind TLC. The Technical Learning workstream offers Lyft scientists the opportunity to build or brush up their core data science skills across multiple areas. Some recent examples can be found in our tech blog: reinforcement learning and structural causal modeling.

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Top 10+ IoT Research Topics for 2024 [With Source Code]

Knowledge Hut

In this blog, we will discuss the top 10 Internet of Things research topics and ideas for 2024. Meanwhile, if you’ve always been fascinated by the world of coding and design and looking for the ideal place to get started, then Web Development Certificate online is one of the best certifications course you can consider.

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Building Real-time Machine Learning Foundations at Lyft

Lyft Engineering

In early 2022, Lyft already had a comprehensive Machine Learning Platform called LyftLearn composed of model serving , training , CI/CD, feature serving , and model monitoring systems. However, streaming data was not supported as a first-class citizen across many of the platform’s systems — such as training, complex monitoring, and others.

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Top 12 Full Stack Developer Projects of 2023 [Source Code]

Knowledge Hut

You must be familiar with all technologies required to build software or applications to gain experience in full-stack development. Full-stack web developers build database-backed APIs and multiple web applications. Source Code: To-Do List - GitHub Tools Used: HTML, CSS, JS, Express JS, Node js, MongoDB dev.to

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