======================
Examples from Lectures
======================

Week #1: `Gathering data from the web <gathering_data/index.html>`_

Week #2: `Relational databases <relational_databases/index.html>`_

Week #3: `Regular Expressions <https://piazza.com/class/k51hwv208rq27u?cid=128>`_ 

Week #4: `Data Cleaning, Integration, and Record Linkage <data_wrangling/index.html>`_

Week #5: `Data Visualization <data_viz/index.html>`_ 

Week #6: `Recursion Review & Decision Trees <decision_trees/index.html>`_

Week #7: `Markov Models & Hashtables <markov/index.html>`_

.. `Markov models data representation <misc/markov-models.pdf>`_


.. `Gathering data from the web <gathering_data/index.html>`_

.. .. include:: ../../lectures-ipython/public-html/index.txt

.. .. `Dyadic Partitioning implementation discussed in Section 2 <dyadic-trees.py.html>`_

.. `Data Visualization <data_viz/index.html>`_

.. `Data Cleaning and Integration <data_wrangling/index.html>`_

.. `Miscellaneous topics <misc/index.html>`_