<commit_before>---
layout: page
title: Video Lectures
---

### Brainhack Video Lectures and Tutorials
Talks and hands-on tutorials from previous Brainhack events are available on YouTube using the following play lists:

- [Brainhack Global 2017](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfcRh9gEdHu47edoQE76bp5)
- [Neurohackweek 2016](https://www.youtube.com/playlist?list=PLEdFhTRBFLObkatJOX9wp3BCueH4wNSl7)
- [Brainhack EDT 2014](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfcRh9gEdHu47edoQE76bp5)
- [Brainhack AMX 2015](https://www.youtube.com/playlist?list=PLNt4AJV1JZbe8wO4vG9cOkFiSazJGuHjw)
- [Brainhack Vienna 2016](https://www.youtube.com/playlist?list=PLNt4AJV1JZbcCs84XEbN9XdXBXN9U-kyT)
- [Brainhacking 101 (tutorials from AMX)](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfq0vdD4vcITV7x3OqGxLKp)
<commit_msg>modified order<commit_after>---
layout: page
title: Video Lectures
---

### Brainhack Video Lectures and Tutorials
Talks and hands-on tutorials from previous Brainhack events are available on YouTube using the following play lists:

- [Brainhack Global 2017](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfcRh9gEdHu47edoQE76bp5)
- [Neurohackweek 2016](https://www.youtube.com/playlist?list=PLEdFhTRBFLObkatJOX9wp3BCueH4wNSl7)
- [Brainhacking 101 (tutorials from AMX)](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfq0vdD4vcITV7x3OqGxLKp)
- [Brainhack Vienna 2016](https://www.youtube.com/playlist?list=PLNt4AJV1JZbcCs84XEbN9XdXBXN9U-kyT)
- [Brainhack AMX 2015](https://www.youtube.com/playlist?list=PLNt4AJV1JZbe8wO4vG9cOkFiSazJGuHjw)
- [Brainhack EDT 2014](https://www.youtube.com/playlist?list=PLNt4AJV1JZbfcRh9gEdHu47edoQE76bp5)

{'fraction_non_alphanumeric': 0.11554496724240619, 'fraction_numerical': 0.0714711137581894, 'mean_word_length': 7.235294117647059, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 12, 'lorem ipsum': 0, 'www.': 12, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '1006279', 'n_tokens_mistral': 822, 'n_tokens_neox': 727, 'n_words': 95}