Python + Machine Learning Course, Session 1
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This document summarizes Session 1 of a Python course, which covers an overview of Python fundamentals. The agenda includes a course overview and introduction to Python. Python was created in 1991 by Guido van Rossum as a dynamic, automatically memory managed language that supports multiple programming paradigms like object-oriented, imperative, functional and procedural. It runs on almost every operating system and is widely used by major companies like Google, Facebook, Amazon, and NASA for web development, data analysis, software development, and more.
Python + Machine Learning Course, Session 1
- 1. Python Course Session 1, Python Fundamentals Amin Mesbahi amin@mesbahi.net | @mesbahi
- 3. Course Overview Our main goal: Learning Python and Data Science
- 4. Python Overview What is Python: Created by Guido van Rossum in 1991 Dynamic type Automatic memory management Multiple programming paradigms Object-oriented Imperative Functional Procedural aspect-oriented programming Large and comprehensive standard library
- 5. Python Overview What is Python: It runs on almost every OS Used by: Google, Wikipedia, Yahoo!, CERN, NASA, Facebook, Reddit Amazon, Instagram, Spotify, Dropbox, ESRI, Quora, Divar.ir
- 6. Python Overview Applications for Python: Web and Internet Development Scientific and Numeric Data Analysis Education Desktop GUIs Software Development Business Applications
Editor's Notes
- #7: Web and Internet Development Django and Pyramid. Flask and Bottle. Plone and django CMS. Scientific and Numeric SciPy Pandas Ipython Astropy Numpy Biopython Data Analysis Matplotlib Pandas Bokeh Tensorflow Scikit learn Education Python is a superb language for teaching programming, both at the introductory level and in more advanced courses. Desktop GUIs wxWidgets Kivy Qt via pyqt or pyside Software Development SCons for build control. Buildbot and Apache Gump for automated continuous compilation and testing. Roundup or Trac for bug tracking and project management. Cloud: Ansible, Boto3 for AWS, MS Azure SDK for Python Business Applications Odoo Tryton