During this week I:

• Used the Scholarcy tool to generate summaries for the previously gathered related work for Project 1: Suicide Prevention. I completed only half of the summaries this week.
• completed the second of two recommended mini-courses on Machine Learning Mastery. The full title for this mini-course is “Python Machine Learning”. The other relevant course will be completed next week. In this mini course, I learned how to:
  • use debugging tools on Python code.
  • Profile Python code in terms of time to execute with the pstats, cProfile, and time modules.
  • Visualizing data into 2D and 3D plots with Bokeh, Seaborn, and Matplotlib
  • Obtain time series datasets (a collection of data pulled at constant intervals in time) using the pandas_datareader library. The library supports gathering data from commonly used sources on the web like Yahoo Finance.