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MITx_6.86x_notes.mdpp
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MITx_6.86x_notes.mdpp
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<!--
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<span style="text-align:justify">
----
# MITx 6.86x - Machine Learning with Python: from Linear Models to Deep Learning
https://www.edx.org/course/machine-learning-with-python-from-linear-models-to
Lecturers: [Regina Barzilay](https://www.edx.org/bio/regina-barzilay), [Tommi Jaakkola](https://www.edx.org/bio/tommi-jaakkola), [Karene Chu](https://www.edx.org/bio/karene-chu)
Notes assembled by: [Antonello Lobianco](http://lobianco.org/antonello)
**Student's notes (2020 run)**
_Disclaimer: The following notes are a mesh of my own notes, selected transcripts, some useful forum threads and various course material. I do not claim any authorship of these notes, but at the same time any error could well be arising from my own interpretation of the course material._
**Contributions are really welcome**. If you spot an error , want to specify something in a better way (English is not my primary language), add material or just have comments, you can clone, make your edits and make a pull request (preferred) or just open an issue.
(This PDF versions may be outdated ! Please refer to the [GitHub repository source files](https://github.com/sylvaticus/MITx_6.86x) for latest version.)
----
## Table of contents
<!-- manual TOC
1. [Introduction](#introduction)
2. [Some paragraph](#paragraph1)
1. [Sub paragraph](#subparagraph1)
3. [Test paragraph](#test)
1. [Introduction](#test)
-->
!TOC
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 00 - Course Overview, Homework 0, Project 0/Unit 00 - Course Overview, Homework 0, Project 0.md", 1
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 01 - Linear Classifiers and Generalizations/Unit 01 - Linear Classifiers and Generalizations.md", 1
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 02 - Nonlinear Classification, Linear regression, Collaborative Filtering/Unit 02 - Nonlinear Classification, Linear regression, Collaborative Filtering.md", 1
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 03 - Neural networks/Unit 03 - Neural networks.md", 1
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 04 - Unsupervised Learning/Unit 04 - Unsupervised Learning.md", 1
----
<p style="page-break-before: always"></p>
----
!INCLUDE "Unit 05 - Reinforcement Learning/Unit 05 - Reinforcement Learning.md", 1
----
</span>