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AutoAI
Economy & Business
Use AutoAI predict credit risk (Batch)
Learn how to use AutoAI experiments in this notebook by getting a German credit data set and train the model to predict banking credit. Then, compare several trained models for quality and select best one for further refi
Provider
IBM
Type
Notebook
Last modified: Mar 19, 2025
Time series
Economy & Business
Use statsmodels to forecast time series data
Learn how to build a time series model, analyze the time series data and come to conclusions about the stationarity and optimal parameters of the time series data and its model using the statsmodels package. This notebook
Provider
IBM
Type
Notebook
Last modified: Mar 19, 2025
Economy & Business
watsonx.ai Runtime
Use scikit-learn and AI lifecycle capabilities...
This notebook contains steps and code to demonstrate support of AI Lifecycle features in watsonx.ai Runtime service. It contains steps and code to work with ibm-watsonx-ai library available in PyPI repository. It also int
Provider
IBM
Type
Notebook
Last modified: Mar 17, 2025
Generation
Communications
Economy & Business
Use watsonx to generate advertising
This notebook contains the steps and code to demonstrate support of text generation in Watsonx. It demonstrates how to use flan-t5-xxl model to generate mail advertising.
Provider
IBM
Type
Notebook
Last modified: Feb 24, 2025
Guided tutorial
Industry Accelerator
Knowledge management
Q&A with RAG Accelerator
Retrieval Augmented Generation (RAG) is an AI framework that retrieves facts from external knowledge bases to provide accurate, up-to-date information to large language models (LLMs). This accelerator converts HTML, PDF,
Provider
IBM
Type
Sample Project
Last modified: Feb 21, 2025
Spark
AutoAI
pipeline
watsonx.data
Industry Accelerator
AI solution accelerator
Building ML models in watsonx.ai and batch...
This sample project demonstrates the end-to-end workflow of training and persisting ML models in watsonx.ai and batch score with Spark at scale in watsonx.data. Use a pipeline to automate the end-to-end AI lifecycle, from
Provider
IBM
Type
Sample Project
Last modified: Feb 19, 2025
Generation
Communications
Guided tutorial
Use watsonx and granite-20b-multilingual to...
This notebook contains the steps and code to demonstrate support for language translation in watsonx. It introduces commands for defining prompt and model testing.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Communications
Science & Technology
Use watsonx, and Google flan-ul2 to summarize...
The goal of this notebook is to demonstrate how to use ul2 model to summarize cybersecurity: SPEC5G Cellular Network Protocol. 5G is the state-of-the-art global wireless standard that enables an advanced kind of network d
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Prompt tuning
Text classification
Prompt tuning for multi-label classification...
This notebook is part of a series of notebooks, designed to guide you on how to utilize watsonx.ai Large Language Models (LLMs) for text classification.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Prompt tuning
Guided tutorial
Text classification
Prompt tuning for binary classification with...
This notebook provides a step-by-step demonstration of how to use Prompt Tuning in watsonx for binary classification.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Prompt tuning
Law & Government
Economy & Business
Text classification
Prompt tuning for multi-class classification...
This notebook is part of a series of notebooks, designed to guide you on how to utilize watsonx.ai Large Language Models (LLMs) for text classification.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Guided tutorial
Use watsonx to manage prompt template assets...
The goal of this notebook is to demonstrate how to create a Prompt Template asset and deployment pointing on it. In general, a Prompt Template is a pattern for generating prompts for language models. A template may contai
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Economy & Business
Use watsonx and Meta llama-2-70b-chat to answer...
This notebook contains the steps and code to demonstrate support for question answering in watsonx. It introduces commands for defining prompt and model testing. Some familiarity with Python is helpful. This notebook uses
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Guided tutorial
Foundation models
Use watsonx and Meta llama-3-70b-instruct to...
The goal of this notebook is to demonstrate how to use llama-3-70b-instruct model to answer question about a provided article.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Transportation
Communications
Economy & Business
Use watsonx and ibm/granite-13b-instruct-v2 to...
The goal of this notebook is to demonstrate how to use granite-13b-instruct model to analyze customer satisfaction from text. This notebook contains the steps and code to demonstrate support of text sentiment analysis in
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Communications
Law & Government
Use watsonx, and mixtral-8x7b-instruct-v01 to...
One of the key use cases of legal sentiment analysis is in assisting legal professionals in predicting case outcomes. By analyzing the sentiment expressed in previous court decisions and related documents, sentiment analy
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Extraction
Communications
Law & Government
Use watsonx, and mixtral_8x7b_instruct_v01_q to...
The goal of this notebook is to demonstrate how to use mixtral_8x7b_instruct_v01_q model to summarize legal documents.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Transportation
Foundation models
Knowledge management
Use watsonx to tune IBM granite-13b-instruct-v2...
This notebook contains the steps and code to demonstrate support of prompt tuning in watsonx. It uses the IBM granite-13b-instruct-v2 model and a car rental company customer satisfaction survey results as the dataset.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Communications
Knowledge management
Vector database agnostic integration with...
This notebook teaches you how to:
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Security
Knowledge management
Secure Gen AI with IBM SCC Data Security Broker
Sensitive Information Disclosure is one of the OWASP Top Ten for LLM Applications](https://owasp.org/www-project-top-10-for-large-language-model-applications/assets/PDF/OWASP-Top-10-for-LLMs-2023-v1_1.pdf). While the LLM
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Guided tutorial
Knowledge management
Introduction to RAG with Discovery
This notebook contains the steps and code to demonstrate the retrieval-augmented generation pattern in IBM watsonx.ai, using IBM Watson Discovery as the Search component.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Communications
Knowledge management
Use watsonx, and Elasticsearch Python SDK to...
This notebook contains the steps and code to demonstrate support of Retrieval Augumented Generation in watsonx.ai. It introduces commands for data retrieval, knowledge base building & querying, and model testing.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Foundation models
Economy & Business
Knowledge management
Use watsonx to tune Meta llama-2-13b-chat model...
This notebook contains the steps and code to demonstrate support of prompt tuning in watsonx.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Economy & Business
Knowledge management
RAG: A simple introduction
This notebook contains the steps and code to demonstrate the retrieval-augmented generation pattern in IBM watsonx.ai.
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025
Communications
Knowledge management
Use watsonx and LangChain to make a series of...
The goal of this notebook is to demonstrate how to chain google/flan-ul2 and google/flan-t5-xxl models to generate a sequence of creating a random question on a given topic and an answer to that question and also to make
Provider
IBM
Type
Notebook
Last modified: Feb 12, 2025