<commit_before>---
title: Week 5 Day 2
---

### Topic For Today
* [Linear Regression](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/02%20-%20Linear%20Regression.ipynb)
* [Linear Regression World Data](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/03%20-%20World%20Data%20Linear%20Regression.ipynb)
* [Curved Linear Regression](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/04%20-%20Curved%20Linear%20Regression.ipynb)

### Homework
[Linear Regression](https://github.com/tiy-lv-python-2015-06/linear-regression)<commit_msg>Adding extra notebooks<commit_after>---
title: Week 5 Day 2
---

### Topic For Today
* [Linear Regression](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/02%20-%20Linear%20Regression.ipynb)
* [Linear Regression World Data](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/03%20-%20World%20Data%20Linear%20Regression.ipynb)
* [Curved Linear Regression](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/04%20-%20Curved%20Linear%20Regression.ipynb)
* [Linear Regression Diabetes](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/05%20Linear%20Regression%20-%20Diabetes.ipynb)
* [Cross Validation](https://github.com/tiy-lv-python-2015-06/class-notes/blob/master/week5/06-Cross%20Validation.ipynb)

### Homework
[Linear Regression](https://github.com/tiy-lv-python-2015-06/linear-regression)
{'fraction_non_alphanumeric': 0.18101694915254238, 'fraction_numerical': 0.09898305084745762, 'mean_word_length': 5.530973451327434, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 10, 'lorem ipsum': 0, 'www.': 0, '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': '7037395', 'n_tokens_mistral': 636, 'n_tokens_neox': 546, 'n_words': 48}