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Machine Learning Code Patterns

Code patterns offer up complete solutions to problems that developers face every day. Code patterns leverage multiple technologies, products, or services to solve issues that our developer advocates have recognized as common use cases across multiple industries.

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Code Pattern

Create a web-based intelligent bank loan application for a loan agent

August 14, 2020
Code Pattern

Build an image classification model

August 5, 2020
Code Pattern

Analyze credit risk through visualizations

July 22, 2020
Code Pattern

Build a virtual insurance assistant to help process claims

June 29, 2020
Code Pattern

Find optimal buildings to serve as temporary emergency facilities

June 17, 2020
Code Pattern

Build an object detection model to identify license plates from images of cars

June 16, 2020
Code Pattern

Validate computer vision deep learning models

June 16, 2020
Code Pattern

Create a machine learning web app to predict your insurance premium cost

June 4, 2020
Code Pattern

Analyze satellite data

May 27, 2020
Code Pattern

Analyze batch jobs on a mainframe with IBM Watson Machine Learning for z/OS

May 19, 2020
Code Pattern

Accelerate reverse image search with GPU for feature extraction

May 18, 2020
Code Pattern

Data science process pipeline to solve employee attrition

March 28, 2020
Code Pattern

Build a machine learning model for calculating product order return propensity

February 25, 2020
Code Pattern

Leverage machine learning analytics to predict outcomes and optimize operations

February 24, 2020
Code Pattern

Build a machine learning recommendation engine to encourage additional purchases based on past buying behavior

February 18, 2020
Code Pattern

Develop a machine learning IoT app with Node-RED and TensorFlow.js

January 10, 2020
Code Pattern

Create a machine learning powered web app to answer questions

November 5, 2019
Code Pattern

Create a predictive system for image classification using Deep Learning as a Service

November 5, 2019
Code Pattern

Create a progressive web application for offline image classification

October 8, 2019
Code Pattern

Solve a business problem and predict customer churn using a customer churn dataset

October 4, 2019
Code Pattern

Monitor the model with Watson OpenScale

October 4, 2019
Code Pattern

Build a web app that recognizes yoga poses using a model from the Model Asset Exchange

October 3, 2019
Code Pattern

Create a real-time object detection app using Watson Machine Learning

August 20, 2019
Code Pattern

Predict home value using Golang and in-memory database machine learning functions

August 6, 2019