article thumbnail

Cloud Data Science News #2

Data Science 101

2020 is now in full swing and the announcements are starting to show up. Google Releases a tool for Automated Exploratory Data Analysis Exploring data is one of the first activities a data scientist performs after getting access to the data. It is February 19, 2020.

article thumbnail

Introduction

Towards AI

Exploratory Data Analysis Next, we will create visualizations to uncover some of the most important information in our data. The graph also shows that the transaction data exhibits seasonality, where around December and January, the monthly transactions usually drop. It is […]

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Capture public health insights more quickly with no-code machine learning using Amazon SageMaker Canvas

AWS Machine Learning Blog

In the following sections, we demonstrate how to perform exploratory data analysis and preparation, build the ML forecasting model, and generate predictions using Canvas. Looking at the dataset, we also decide to remove all the rows for 2020, because there were limited therapeutics available at that time.

article thumbnail

Curve Finance Data Challenge Review & Insights Research

Ocean Protocol

Abstract This research report encapsulates the findings from the Curve Finance Data Challenge , a competition that engaged 34 participants in a comprehensive analysis of the decentralized finance protocol. Part 1: Exploratory Data Analysis (EDA) MEV Over 25,000 MEV-related transactions have been executed through Curve.

article thumbnail

Get Maximum Value from Your Visual Data

DataRobot

In 2020, our team launched DataRobot Visual AI. We embedded best practices and various deep learning models to support image data. Submit Data. After Exploratory Data Analysis is completed, you can look at your data. Image recognition has a lot of applications in industries and businesses.

article thumbnail

Announcing the Winner of ‘User Behavior in DeFi Protocols’ Data Challenge

Ocean Protocol

This challenge asked participants to gather their own data on their favorite DeFi protocol. From there, participants were asked to conduct exploratory data analysis, explore recommendations to the protocol, and dive into key metrics and user retention rates that correlate and precede the success of a given protocol.

article thumbnail

Predicting new and existing product sales in semiconductors using Amazon Forecast

AWS Machine Learning Blog

Both the missing sales data and the limited length of historical sales data pose significant challenges in terms of model accuracy for long-term sales prediction into 2026. However, the maximum length of historical sales data (maximum length of 140 months) still posed significant challenges in terms of model accuracy.