Aporia Blog

Jul 11, 2024

Announcements

Aporia’s 2024 Guardrails Benchmarks & multiSLM Detection Engine

We are incredibly proud to announce our 2024 guardrail benchmarks and multiSLM detection engine. In the realm of AI-driven applications, ensuring low latency and maintaining...

Aporia Team

Read Now 7 min read

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Data Science

Target, Walmart, Macy’s & Kohl’s: Demand Forecasting in a Dynamic World

Demand Forecasting ML models present huge potential for retailers to generate a lot of revenue and streamline the business. While...

Alon Gubkin

Read Now 11 min read

Aporia & ClearML Launch New Full-Stack MLOps Platform Partnership

Product Updates

Aporia & ClearML: A Full-Stack MLOps Platform – From Training to Production

Building an ML platform is nothing like putting together Ikea furniture; obviously, Ikea is way more difficult. However, they both,...

Alon Gubkin

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Four key reasons why ML monitoring is essential in production

MLOps & LLMOps

4 Reasons Why Machine Learning Monitoring is Essential for Models in Production

Machine learning (ML) is a field that sounds exciting to work in. Once you discover its capabilities, it gets even...

Yaniv Zohar

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How to Choose the Right Solution for Machine Learning Model Monitoring

MLOps & LLMOps

How to Choose the Right Solution for Machine Learning Monitoring

Quite a number of machine learning failures today are caused by either software system failures or machine learning-specific failures. Sometimes...

Alon Gubkin

Read Now 12 min read

Generative AIMLOps & LLMOps

DALL-E Mini: A Lesson in Unintentional Machine Learning Bias

Over the last year and a half, there has been a major leap forward in the text-to-image space, where deep...

Tom Alon

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Announcements

Forbes names Aporia a Next Billion-Dollar Company

We’re excited to share that Forbes has named Aporia a Next Billion-Dollar Company. This recognition comes on the heels of...

Aporia Team

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Data ScienceMLOps & LLMOps

The Curious Case of Unity: Where ML & Wall Street Meet

During the past few weeks, tech companies have dominated the news, from a massive slide in share prices to Elon...

Yaniv Zohar

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Announcements

Aporia Raises $25 Million to Power Full-Stack ML Observability

We are thrilled to announce we raised a $25 million Series A funding round, led by Tiger Global to empower...

Liran Hason

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MLOps & LLMOps

Best Feature Stores for MLOps

For more and more data science teams, feature stores are becoming an essential part of their ML pipeline. If your...

Aporia Team

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MLOps & LLMOps

Best Data Versioning Tools for MLOps

How does your team keep track of all your data for your machine learning models and experiments? This is a common...

Aporia Team

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MLOps & LLMOps

Zillow Talk: How Companies Leverage AI & How to Keep It In Check

Over the last week we saw one of the biggest AI failures in recent years. American online real estate marketplace...

Yaniv Zohar

Read Now 5 min read

MLOps & LLMOps

Best Training Orchestration Tools for MLOps

In recent years the MLOps space is continuing to grow with more tools that are designed to make model building...

Aporia Team

Read Now 6 min read

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