Cutting-edge AI, ML, NLP, and Data Governance Tutorials and Explainers
Welcome to the centralized repository for all technical explainers, tutorials, and demos developed by inbound ibm.com technical writing team. This repository focuses on cutting-edge technologies in the fields of:
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Natural Language Processing (NLP)
- Large Language Models
- Prompt Engineering
- Data Governance
Our goal is to provide educational materials, technical insights, and working demos to help both developers and non-developers understand these complex areas. Whether you're just starting out or looking to deepen your understanding, you'll find valuable content here.
This repository contains tutorials and demos covering the following key technologies:
- Artificial Intelligence (AI): Introduction to AI concepts, algorithms, and applications.
- Machine Learning (ML): Supervised and unsupervised learning, model building, optimization and validation.
- Natural Language Processing (NLP): Text analysis, sentiment detection, and language models.
- Data Governance: Ensuring data integrity and security
We also use the following technologies, programming language, tools and frameworks in our tutorials:
- Python for scripting and model development.
- TensorFlow / PyTorch for deep learning models.
- Hugging Face for NLP-related demos.
- IBM granite models for AI/ML/DL/NLP applications.
Coming Soon!
The license details of this repository will be updated soon.
For any questions or discussions, feel free to reach out to us.
| Contributor | Subject matter experties | |
|---|---|---|
| Vrunda Gadesha | Large Language Models & Prompt engineering | [email protected] |