Related Journeys

Extend Watson text classification

Augment classification of text from Watson Natural Language Understanding with IBM Data Science Experience.


Detect change points in IoT sensor data

Use time series from IoT sensor data, IBM Data Science Experience, and the R statistical computing project to analyze the data and detect change points.


Transform the retail customer experience with APIs on a mainframe

Create retail applications that leverage data from enterprise IT infrastructure using APIs in a hybrid cloud environment -- no mainframe knowledge required.


Apply machine learning to financial risk management

Use machine learning to perform secure, real-time risk assessment and management to help financial institutions more accurately determine credit worthiness.


Use Swift to interpret unstructured data from Hacker News

Learn how to pull data points -- concepts, entities, categories, keywords, sentiment, emotion, etc. -- from Hacker News articles using natural-language service calls from a Swift-based application.


Discover hidden Facebook usage insights

Enrich unstructured data from Facebook using a Jupyter Notebook with Watson Visual Recognition, Natural Language Understanding, and Tone Analyzer, then use PixieDust to explore the results and uncover hidden insights.


Implement voice controls for a serverless home automation hub

Discover how simple it is to build a home automation hub using natural-language services and OpenWhisk serverless technology.


Create a stress-test app for investment portfolios

Make the markets more predictable by building a portfolio stress-testing app using a set of financial web services.


Analyze traffic data from the city of San Francisco

Look at traffic data from the city of San Francisco, create robust data visualizations that allow users to encapsulate business logic, create charts and graphs, and quickly iterate through changes in the notebook.


Related Open Source Projects

Application Metrics for Swift

Application Metrics for Swift™ collects and visualizes resource and performance monitoring data for Swift-based applications. Application Metrics for Swift builds on the open source polyglot data collection capabilities of omr-agentcore, which is also used in both Node Application Metrics and the Java monitoring in the Eclipse-based IBM Monitoring and Diagnostics Tools.


QISKit

QISKit lets developers conduct explorations on IBM’s Quantum Experience using a Python interface. This interface enables you to work with quantum circuits and executing multiple circuits in an efficient batch of experiments. To get you started, we have provided example Jupyter Notebooks that demonstrate several standard experiments.


QISKit OPENQASM

QISKit OPENQASM contains specifications, examples, documentation, and tools for the OPENQASM intermediate representation.


QISKit SDK

The QISKit SDK provides support for the Quantum Experience circuit generation phase and uses the QISKit API to access the Quantum Experience hardware and simulators. It includes example scripts written for Jupyter Notebooks.


QISKit API

The lightweight QISKit API is a thin Python wrapper around the Quantum Experience HTTP API that enables you to connect and execute OPENQASM code.


Watson Developer Cloud: Java SDK

The IBM Watson Developer Cloud (WDC) provides multiple services for developing cognitive applications, including text and language processing, image evaluation, personality insights, relationships, and tradeoff analysis.


Tosca

Tosca is a lightweight preprocessor that increases a developer’s productivity when dealing with syntax-driven, source-to-source transformation.


Watson Developer Cloud: Unity SDK

The Watson Unity SDK enables developers to integrate Watson services into their Unity applications. The services in the initial release include speech to text, text to speech, dialog, translation, and natural language classification.


Apache SystemML

Apache SystemML advances machine learning through the DML language for ML algorithms and automatic optimization for efficiency and scalability.


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