Подготовка к Machine Learning Engineer Nanodegree

https://www.udacity.com/course/machine-learning-engineer-nanodegree--nd009

Начало работы над курсом и пакетом проектов - 5 февраля.

Надо прослушать:

1) https://www.udacity.com/course/reinforcement-learning--ud600
(рассчитан на 4 месяца)

https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-1-2.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-3-4.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-5-6.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-7-8.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-9-10.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud600/reflections-ud600-11-12-C.ipynb

Прослушан курс и сделаны записи, упражнения (на сайте и самостоятельные)

2) https://www.udacity.com/…/machine-learning-for-trading--ud5…
(рассчитан на 4 месяца)
Записи и упражнения к курсу:
https://github.com/OlgaBelitskaya/reflection2/blob/master/reflections-ud501-1.ipynb
https://github.com/OlgaBelitskaya/reflection2/blob/master/reflections-ud501-2.ipynb
https://github.com/OlgaBelitskaya/reflection2/blob/master/reflections-ud501-3.ipynb

3) UDACITY ud827 Intro to Descriptive Statistics
https://github.com/OlgaBelitskaya/reflections/tree/master/ud827/reflections-ud827-1-7.ipynb

4) UDACITY ud359 Intro to Data Science
https://github.com/OlgaBelitskaya/reflections/tree/master/ud359/reflections-ud359-1-2.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud359/reflections-ud359-3-4.ipynb
https://github.com/OlgaBelitskaya/reflections/tree/master/ud359/reflections-ud359-5.ipynb

Самостоятельные упражнения:
https://github.com/OlgaBelitskaya/reflection2/blob/master/c_bank_Py_part1.ipynb
https://github.com/OlgaBelitskaya/reflection2/blob/master/c_bank_Py_part2.ipynb
https://github.com/OlgaBelitskaya/reflection2/blob/master/c_bank_Py_part3.ipynb

Практически готовы проекты из основного набора:
P2: Finding Donors for CharityML https://olgabelitskaya.github.io/MLE_ND_P2_V0.html
P3: Creating Customer Segments https://olgabelitskaya.github.io/MLE_ND_P3_V0.html
P0: Titanic Survival Exploration https://olgabelitskaya.github.io/MLE_ND_P0_V0.html
P1: Predicting Boston Housing Prices https://olgabelitskaya.github.io/MLE_ND_P1_V0.html

Практически готовы дополнительные проекты:
P7: Building a Student Intervention System https://olgabelitskaya.github.io/MLE_ND_P7_V0.html
P8: Analyzing the NYC Subway Dataset https://olgabelitskaya.github.io/MLE_ND_P8_V0.html

В начальной стадии основные проекты:
P4: Train a Smartcab to Drive https://olgabelitskaya.github.io/MLE_ND_P4_V0.html
P5: Build a Digit Recognition Program https://olgabelitskaya.github.io/MLE_ND_P5_V0.html
P6: Capstone Project https://olgabelitskaya.github.io/MLE_ND_P6_V0.html