## Manage the datasets for training, testing, and evaluating your models

A dataset is a structured collection of data that serves as the foundation for working with machine learning models. With Clarifai datasets, you can manage the inputs you want to use for visual search, model training, evaluation, and more.

Effective dataset management is essential to ensure data quality, consistency, and accessibility throughout the entire development lifecycle, from initial data collection to model deployment.

Clarifai’s robust platform empowers you to simplify and optimize interactions with datasets, enabling seamless organization, annotation, and utilization of your data for AI applications.

### 📄️ Datasets Creation  
[Learn how to create datasets and their versions](https://docs.clarifai.com/create/datasets/create)

### 📄️ Upload Data to Dataset via API  
[Learn how to upload data to a dataset](https://docs.clarifai.com/create/datasets/upload)

### 📄️ Datasets Management  
[Use vector search to sort, rank, and retrieve images](https://docs.clarifai.com/create/datasets/manage)

### 📄️ Dataset Annotation Filters  
[Use filter and search functionality over your datasets](https://docs.clarifai.com/create/datasets/filters)

### 🗃️ Data Utils  
[2 items](https://docs.clarifai.com/create/datasets/data-utils/)

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