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Tag: Regression Model

Understanding Linear Regression Intercepts in Plain Language – DATAVERSITY

I am often asked about the role of intercepts in linear regression models – especially the negative intercepts. Here is my blog post on...

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15 Basic Statistics Concepts Every Data Science Beginner Should Know

Introduction At the heart of data science lies statistics, which has existed for centuries yet remains fundamentally essential in today’s digital age. Why? Because basic...

Run ML inference on unplanned and spiky traffic using Amazon SageMaker multi-model endpoints | Amazon Web Services

Amazon SageMaker multi-model endpoints (MMEs) are a fully managed capability of SageMaker inference that allows you to deploy thousands of models on a single...

Detect anomalies in manufacturing data using Amazon SageMaker Canvas | Amazon Web Services

With the use of cloud computing, big data and machine learning (ML) tools like Amazon Athena or Amazon SageMaker have become available and useable...

What is Ridge Regression? [Updated]

Table of contents Contributed by: Prashanth Ashok Ridge regression is a model-tuning method that is used to analyze any data that suffers from multicollinearity. This method...

ChatGPT’s Code Interpreter: GPT-4 Advanced Data Analysis for Data Scientists

Introduction ChatGPT is a powerful language model developed by OpenAI that has taken the world by storm with its ability to understand and conversationally respond...

Predicting VC Success With Crunchbase Data

By Mason Lender Using statistics to predict the success of a venture is not novel. Current work and research within the VC space looks into...

Managing Missing Data in Analytics – DATAVERSITY

Today, corporate boards and executives understand the importance of data and analytics for improved business performance. However, most of the data in enterprises is...

Implement model versioning with Amazon Redshift ML | Amazon Web Services

Amazon Redshift ML allows data analysts, developers, and data scientists to train machine learning (ML) models using SQL. In previous posts, we demonstrated how...

The Power of Advanced Encoders and Decoders in Generative AI

Introduction In the dynamic realm of Artificial Intelligence, the fusion of technology and creativity has birthed innovative tools that push the boundaries of human imagination....

A MLOps-Enhanced Customer Churn Prediction Project

Introduction When we hear data science, the first thing that comes to mind is building a model on notebooks and training the data. But this...

Getting Started with Google Cloud Platform in 5 Steps – KDnuggets

  This article aims to provide a step-by-step overview of getting started with Google Cloud Platform (GCP) for data science and machine learning. We'll...

Bitcoin Price To Reach $170,000 in 2025 – Mathematical Model Predicts

The Bitcoin price is trading at $27,100 at the time of writing, marking a 60% decline from its all-time high of $69,000 in 2021....

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