[Yandex Cloud documentation](../index.md) > [Yandex DataSphere](index.md) > Public materials

# Public materials about DataSphere

## Articles, announcements, and videos {#articles}

### 2025 {#2025}


* Neural network and X-ray spectra: How to speed up catalyst analyses. Read [our article](https://yandex.cloud/ru/blog/analysis-of-catalysts).


### 2024 {#2024}

* Yandex Data Processing + DataSphere. New features. Click [here](https://www.youtube.com/watch?v=H97HZ4ja1-4) to watch the video.

* New features for working with models. Click [here](https://www.youtube.com/watch?v=3W5ePOLQg64) to watch the video.

* YandexGPT model tuning in Yandex DataSphere. Click [here](https://www.youtube.com/watch?v=hGrH0Shovtk) to watch the video.

* Yandex DataSphere Jobs: Running local code in a cloud. Click [here](https://www.youtube.com/watch?v=As9b73RORTk) to watch the video.

* Running a local ML process in a cloud using DataSphere Jobs. Read [our article](https://habr.com/ru/companies/yandex_cloud_and_infra/articles/788872/).

* Detectable parts: How Yandex services help predict consequences of volcanic eruptions. Read [our article](https://habr.com/ru/companies/yandex/articles/794883/).

## Conferences and webinars {#conf-and-webinars}

### 2023: Yandex Scale {#yandex-scale-2023}

* ML in Yandex Cloud: Past, present, and future. Click [here](https://www.youtube.com/watch?v=90jIHP2F-zA) to watch the video.

* Model inference and hybrid approach in Yandex DataSphere. Click [here](https://www.youtube.com/watch?v=8asQwGQdr0w) to watch the video.

### 2023: Practical ML Conf {#ml-conf-2023}

* Remote code execution in ML: Tools and approaches. Click [here](https://youtu.be/iWnh2Da1RG4?si=R26ZdYqwqqQrv8rR) to watch the video.

### 2023: Webinar {#webinar-2023}

* Yandex DataSphere features for education. Click [here](https://www.youtube.com/watch?v=pRTKbG-kaUg) to watch the video.

* Yandex DataSphere Dedicated. Dedicated mode. Click [here](https://www.youtube.com/watch?v=U4rxkHKqm2U) to watch the video.

* Mathematical optimization for businesses in Yandex DataSphere. Click [here](https://www.youtube.com/watch?v=fOzDMNAGQXw) to watch the video.

* Consumption management in Yandex DataSphere. Click [here](https://www.youtube.com/watch?v=NmF2L3hF7Xk) to watch the video.

### 2022: Webinar {#webinar-2022}

* DataSphere features for distributed ML teams. Click [here](https://youtu.be/xM0qdz5wJdE) to watch the video.

### 2022: Yandex Scale {#yandex-scale-2022}

* Yandex DataSphere: New UI and collaborative ML development features. Click [here](https://youtu.be/xzEW5g7WVd4) to watch the video.

### 2022: Announcement {#announcement-2022}

* Neural network in Yandex Cloud learned to co-create with an artist. Click [here](https://youtu.be/eDfMYlQv5_4) to watch the video.

* New Yandex DataSphere 2.0 for ML developers. Click [here](https://youtu.be/Mhjkh386Ajw) to watch the video.

### 2021: Yandex Scale {#yandex-scale-2021}

* Cloud era of notebooks: Where Jupyter meets DataSphere. Click [here](https://youtu.be/vKLqfcKXRo8) to watch the video.

* Recommendation system powered by DataSphere. Click [here](https://youtu.be/oavkOOJMVK8) to watch the video.

* Cloud-based tools for ML developers. Click [here](https://youtu.be/euqmLppB4f0) to watch the video.

### 2021: Meetup {#meetup-2021}

* Cloud: ML&AI. Click [here](https://youtu.be/qWO2P0Mc_Bc) to watch the video.

### 2021: Webinar {#webinar-2021}

* New DataSphere features for ML development. Click [here](https://youtu.be/udZcoKwb6aM) to watch the video.

### 2021: Workshop {#workshop-2021}

* Creating a chat QA assistant using Yandex DataSphere. Click [here](https://youtu.be/fHQAT6rYO7c) to watch the video.

### 2020: Yandex Scale {#yandex-scale-2020}

* Technical overview of DataSphere at Yandex Scale 2020. Click [here](https://youtu.be/5y2-x9GcITs) to watch the video.

* Presentation of DataSphere features at Yandex Scale 2020. Click [here](https://youtu.be/MtXpZ4RZAjk) to watch the video.

* Implementing ML with Yandex Cloud at Yandex Scale 2020. Click [here](https://youtu.be/MxuABVNZV38) to watch the video.

### 2020: Webinar {#webinar-2020}

* Hands-on webinar: New DataSphere features. Click [here](https://youtu.be/70lIkTJjAZU) to watch the video.

* Using DataSphere to process videos and detect objects in video frames. Click [here](https://youtu.be/55qc9YHbVwE) to watch the video.

* Hands-on webinar: Data science in Yandex Cloud. Click [here](https://youtu.be/5o5OJOwDfaU) to watch the video.