(翻訳) Einstein Studioのモデルビルダーを使用して予測(Forecasting)モデルを構築する
この技術記事では、Data Cloudのモデルビルダーを使用して予測 (Forecasting) ユース ケース向けの予測モデル (Predictive model )を構築する プロセスを順を追って 説明します 。
Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 5
This is a continuation of the previous blog post Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 4. This is an optional step. In this blog post, we’ll see how you can build a matrix report of actual vs predicted churn reasons. Part 5: Constructing a confusion matrix to ...
Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 4
This is a continuation of the previous blog post Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 3. In this blog post, we will integrate binary predictors into a comprehensive multinomial classifier Part 4: Assemble the results from the Ensemble of Binary Classifiers To integrate binary predictors into a ...
FAQ for Data Cloud Sandbox (GA)
A sandbox is a copy of your Salesforce org that you can use for development, testing, and training, without compromising the data and applications in your production org. Data Cloud can soon be provisioned in your core sandbox to build and test your instance before deployment. To help you prepare, here’s a list of frequently ...
Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 3
This is a continuation of the previous blog post Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab”- Part 2. In this blog, we’ll apply One-versus-Rest approach to train five binary models in EInstein Studio and combine their results for probabilistic consistency. Part 3: Training the Binary Model Ensemble How to ...
Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers: “The Lab” – Part 2
This is a continuation of the previous blog post Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers. In this post, we’ll look at how you can prepare your data with a few clicks using Data Cloud’s Data Transform. Part 2: Data Prep for an Ensemble of Binary Classifiers Our goal is to ...
Beyond Binary: Unlocking Business Insights with the Power of Multinomial Classifiers – Part 1
Multinomial classifiers open new possibilities for making business insights richer and more actionable. Unlike traditional binary models, which predict simple yes-or-no outcomes, multinomial classifiers dive deeper—identifying the specific reasons behind customer behaviors. In this blog, we’ll explore how multinomial classifiers can transform insights, using customer retention in a streaming service as a powerful example of ...
(翻訳) Tableau SemanticsでData Cloudのレポートを作成
今回、Data CloudとData Cloudレポートの導入に伴い、セマンティックモデルというもう一つの強力なコンセプトを導入します。この新しいコンセプトにより、Data Cloud Reportsは、より深い洞察と比類のないレポートの柔軟性を引き出すことができるようになります。
(翻訳) データを使って意思決定：ビジネスワークフローに予測AIを統合
企業内に蓄積されたデータを有効に活用することが企業の命運を分ます。今後AIを使った意思決定がますます重要になってくるでしょう。今回は予測AIをビジネスフローに簡単に組み込む方法を紹介します。
Build Forecasting models using Einstein Studio’s Model Builder
This guide will walk you through the process of building a predictive model for a forecasting use case using the Model builder in Data Cloud. If you’re new to building predictive models and exploring the No-code model builder, make sure to check out the excellent Salesforce Blog Build an AI Model With Clicks In Data ...