Latest from IBM Developer : Monitor Sagemaker machine learning with Watson OpenScale

Summary This code pattern describes a way to gain insights by using Watson OpenScale and a SageMaker machine learning model. It explains how to create a logistic regression model using Amazon SageMaker with data from the UC Irvine machine learning database. The pattern uses Watson OpenScale to bind the machine learning model deployed in the…

Latest from IBM Developer : Monitor Azure machine learning with Watson OpenScale

Summary This code pattern uses a German Credit data set to create a logistic regression model using Azure. The pattern uses Watson OpenScale to bind the machine learning model deployed in the Azure cloud, create a subscription, and perform payload and feedback logging. Description With Watson OpenScale, you can monitor model quality and log payloads,…

Latest from IBM Developer : Create a conversational voicebot using WhatsApp and Watson services

Note: This code pattern uses the classic Watson Assistant experience. After October 8, 2021, all instances (except the standard plan) can switch between the classic and new Watson Assistant experiences by going to the upper-right corner of the Watson Assistant screen and clicking the Manage icon. Summary In this code pattern, build a framework that…

Latest from IBM Developer : Authenticate chatbot users with SMS one-time passcode

Note: This code pattern uses the classic Watson Assistant experience. After October 8, 2021, all instances (except the standard plan) can switch between the classic and new Watson Assistant experiences by going to the upper-right corner of the Watson Assistant screen and clicking the Manage icon. Summary In this code pattern, learn how to authenticate…

Latest from IBM Developer : Eliminate bias and enhance fairness in AI models using Cortex Certifai

Summary In this code pattern, learn how to use the Cortex Certifai Toolkit to create scans to evaluate the performance of multiple predictive models using IBM Watson Studio. Description Explainability of AI models is a difficult task that is made simpler by Cortex Certifai. The Cortex Certifai Tookit evaluates AI models for robustness, fairness, and…

Latest from IBM Developer : Build an e-learning portal

Summary In this developer code pattern, we will demonstrate how to quickly build an e-learning portal using IBM Watson® Media. Solutions can be scaled with Watson Media, but the scope of this pattern focuses on the following capabilities: Creating channels for different areas of learning. Creating and uploading videos for a channel. Password-restricting access to…

Latest from IBM Developer : Analyze AI fraud prediction models

Summary In this code pattern, gain better insights and explainability by learning how to use the AI 360 Explainability Toolkits to demystify the decisions that are made by a machine learning model. This not only helps policymakers and data scientists to develop trusted explainable AI applications, but also helps with transparency for everyone. To demonstrate…

Latest from IBM Developer : Improve Watson Discovery results using API-based relevancy training

Summary Developers use the IBM Watson Discovery service to rapidly add a cognitive, search, and content analytics engine to applications. With that engine, they can identify patterns, trends, and insights from unstructured data that can drive better decision making. Sometimes, you want to improvise the search results by providing more training details. Relevance training is…

Latest from IBM Developer : Enhance customer helpdesks with Smart Document Understanding using the Watson Assistant search skill

Summary In this developer code pattern, we use the typical customer care chatbot experience, but instead of relying on predefined responses the dialog provides a hook that can call out to other IBM® Watson services for additional sources of information. In this case, it’s an owners manual that has been uploaded to Watson Discovery. Note:…

Latest from IBM Developer : Capture clickstream data from your ecommerce website

Summary In this developer code pattern, we will show how to create a database of ecommerce clickstream data with DataStax Enterprise or Apache Cassandra. Using Red Hat OpenShift and the DataStax Kubernetes Operator for Apache Cassandra, you can deploy this distributed database on-premises or on your cloud provider of choice with a unified OpenShift experience….