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Customer Lifetime Value (LTV) Models: Applications, Challenges, & Monitoring
11 min

Customer Lifetime Value (LTV) Models: Applications, Challenges, & Monitoring

Online shoppers are growing exponentially. Now, a customer, on average, makes 19 online transactions per year. By 2025, e-commerce sales will reach a staggering $7.4 trillion,…

Generating 3D Game Assets with ChatGPT and Shap-E
6 min

Generating 3D Game Assets with ChatGPT and Shap-E

I’ve always had this dream of building a video game, but creating 3D assets has always been a painful barrier. In this tutorial, we are going…

Entity-Level ML Monitoring: Fine-Grained Anomaly Detection
4 min

Entity-Level ML Monitoring: Fine-Grained Anomaly Detection

When it comes to monitoring your ML models, the standard approach is to monitor the statistical behavior of entire datasets (e.g. training vs. serving). You can…

Machine Learning for Forecasting: Use Cases and Building Your Own
7 min

Machine Learning for Forecasting: Use Cases and Building Your Own

What Is Machine Learning Forecasting?  Machine learning (ML) for forecasting involves using algorithms to learn patterns in historical data and make predictions about future events or…

The Best Model Monitoring Solutions for Machine Learning Success
6 min

The Best Model Monitoring Solutions for Machine Learning Success

What is Model Monitoring? Model monitoring plays a crucial role in the machine learning lifecycle, ensuring that your models are performing optimally and generating accurate predictions….

Credit Risk Modeling: Importance, Model Types, and 10 Best Practices
10 min

Credit Risk Modeling: Importance, Model Types, and 10 Best Practices

What Is Credit Risk Modeling?  Credit risk is the likelihood that a borrower will default on a loan or credit obligation. It refers to the potential…

Dynamic Pricing Models: Types, Algorithms, and Best Practices
10 min

Dynamic Pricing Models: Types, Algorithms, and Best Practices

What Are Dynamic Pricing Models?  Dynamic pricing models are pricing strategies that allow businesses to adjust their prices in real-time based on current market conditions and…

How To Make Great ML Products
10 min

How To Make Great ML Products

Machine learning (ML) has been widely recognized as a powerful tool for solving complex problems in various industries, from retail and banking to healthcare and insurance….

What are Recommender Systems? Use Cases, Types, and Techniques
12 min

What are Recommender Systems? Use Cases, Types, and Techniques

A recommender system, also known as a recommendation system, is a subclass of information filtering systems that seeks to predict the “rating” or “preference” a user…

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