# Tutorials

> **📝 Note**
>
> An LLM-optimized bundle of this entire section is available at [`section.md`](https://www.union.ai/docs/v2/union/tutorials/section.md).
> This single file contains all pages in this section, optimized for AI coding agent context.

This section contains tutorials that showcase relevant use cases and provide step-by-step instructions on how to implement various features using Flyte and Union. Tutorials are organized by **industry vertical** and by **technical topic**.

## Industry verticals

### [Biotech & Healthcare](https://www.union.ai/docs/v2/union/tutorials/biotech-healthcare/page.md)

Bioinformatics, medical imaging, and other life-sciences workloads.

### [Geospatial](https://www.union.ai/docs/v2/union/tutorials/geospatial/page.md)

Satellite imagery, remote sensing, and earth and atmospheric modeling workloads.

### [Financial Services & Fintech](https://www.union.ai/docs/v2/union/tutorials/financial-services/page.md)

Financial research, trading, and other fintech workloads.

### [Frontier AI](https://www.union.ai/docs/v2/union/tutorials/frontier-ai/page.md)

Frontier-model pretraining, automated experimentation, and large-scale AI workloads.

## Technical topics

### [Computer Vision](https://www.union.ai/docs/v2/union/tutorials/computer-vision/page.md)

Image and vision-language model workloads.

### [Agents](https://www.union.ai/docs/v2/union/tutorials/agents/page.md)

Agentic workflows and autonomous LLM-powered systems.

### [Context Engineering](https://www.union.ai/docs/v2/union/tutorials/context-engineering/page.md)

Prompt engineering, prompt optimization, and context construction.

### [Model Training](https://www.union.ai/docs/v2/union/tutorials/model-training/page.md)

Training, fine-tuning, and hyperparameter optimization of models at scale.

### [Data Processing](https://www.union.ai/docs/v2/union/tutorials/data-processing/page.md)

Large-scale data processing and batching strategies.

## Subpages

- [Biotech & healthcare](https://www.union.ai/docs/v2/union/tutorials/biotech-healthcare/page.md)
  - [Genomic alignment](https://www.union.ai/docs/v2/union/tutorials/genomic-alignment/page.md)
  - [Cross-species gene comparison](https://www.union.ai/docs/v2/union/tutorials/genomic-gene-comparison/page.md)
  - [Genomic variant effect prediction](https://www.union.ai/docs/v2/union/tutorials/genomic-variant-effect/page.md)
  - [Brain tumor MRI classification](https://www.union.ai/docs/v2/union/tutorials/tumor-detection/page.md)
  - [Drug molecule screening agent](https://www.union.ai/docs/v2/union/tutorials/drug-molecule-screening/page.md)
- [Geospatial](https://www.union.ai/docs/v2/union/tutorials/geospatial/page.md)
  - [GPU-accelerated climate modeling](https://www.union.ai/docs/v2/union/tutorials/climate-modeling/page.md)
  - [Satellite image classification](https://www.union.ai/docs/v2/union/tutorials/satellite_image_classification/page.md)
- [Financial services & fintech](https://www.union.ai/docs/v2/union/tutorials/financial-services/page.md)
  - [Financial research agent](https://www.union.ai/docs/v2/union/tutorials/financial-research-agent/page.md)
  - [Fraud detection with Feast](https://www.union.ai/docs/v2/union/tutorials/fraud-detection-feast/page.md)
  - [Multi-agent trading simulation](https://www.union.ai/docs/v2/union/tutorials/trading-agents/page.md)
- [Frontier AI](https://www.union.ai/docs/v2/union/tutorials/frontier-ai/page.md)
  - [Distributed LLM pretraining](https://www.union.ai/docs/v2/union/tutorials/distributed-pretraining/page.md)
- [Computer vision](https://www.union.ai/docs/v2/union/tutorials/computer-vision/page.md)
  - [Fine-tuning a VLM](https://www.union.ai/docs/v2/union/tutorials/qwen-vl-finetuning/page.md)
  - [RT-DETR object detection](https://www.union.ai/docs/v2/union/tutorials/detr-object-detection/page.md)
  - [Multimodal retrieval evaluation](https://www.union.ai/docs/v2/union/tutorials/multimodal-retrieval-evaluation/page.md)
- [Agents](https://www.union.ai/docs/v2/union/tutorials/agents/page.md)
  - [Autoresearch agent](https://www.union.ai/docs/v2/union/tutorials/autoresearch/page.md)
  - [Parallelized autoresearch agent](https://www.union.ai/docs/v2/union/tutorials/parallelized-autoresearch-agent/page.md)
  - [AutoSec researcher agent](https://www.union.ai/docs/v2/union/tutorials/autosec-research-agent/page.md)
  - [Coding agent](https://www.union.ai/docs/v2/union/tutorials/code-agent/page.md)
  - [Competitive intelligence agent](https://www.union.ai/docs/v2/union/tutorials/competitive-intelligence-agent/page.md)
  - [Compliance monitoring agent](https://www.union.ai/docs/v2/union/tutorials/compliance-monitoring-agent/page.md)
  - [Deep research](https://www.union.ai/docs/v2/union/tutorials/deep-research/page.md)
  - [LangGraph research agent](https://www.union.ai/docs/v2/union/tutorials/langgraph-agent-research/page.md)
  - [Field data enrichment agent](https://www.union.ai/docs/v2/union/tutorials/field-data-enrichment-agent/page.md)
  - [MLE Bot: autonomous ML engineer](https://www.union.ai/docs/v2/union/tutorials/mle-bot/page.md)
  - [Support resolution agent](https://www.union.ai/docs/v2/union/tutorials/support-resolution-agent/page.md)
- [Context engineering](https://www.union.ai/docs/v2/union/tutorials/context-engineering/page.md)
  - [Automatic prompt engineering](https://www.union.ai/docs/v2/union/tutorials/auto_prompt_engineering/page.md)
  - [Text-to-SQL](https://www.union.ai/docs/v2/union/tutorials/text_to_sql/page.md)
- [Model training](https://www.union.ai/docs/v2/union/tutorials/model-training/page.md)
  - [Hyperparameter optimization](https://www.union.ai/docs/v2/union/tutorials/hpo/page.md)
  - [LLM fine-tuning with LoRA and QLoRA](https://www.union.ai/docs/v2/union/tutorials/llm-fine-tuning-lora-qlora/page.md)
  - [BERT emotion classification](https://www.union.ai/docs/v2/union/tutorials/bert-fine-tuning-emotion/page.md)
- [Data processing](https://www.union.ai/docs/v2/union/tutorials/data-processing/page.md)
  - [Batching strategies](https://www.union.ai/docs/v2/union/tutorials/micro-batching/page.md)

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**Source**: https://github.com/unionai/unionai-docs/blob/main/content/tutorials/_index.md
**HTML**: https://www.union.ai/docs/v2/union/tutorials/