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<title>COMPUTERS IN PHYSICS - SUMMER 2019 | DATA 1401 - DATA SCIENCE WITH PYTHON - SPRING 2021 - MW 14:30-15:50 @ TEAMS</title>
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DATA 1401 - Data Science with Python - Spring 2021 - MW 14:30-15:50 @ Teams
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Data Science with Python
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April 2021
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Lecture 6: Python - Vectorization, visualization, and probabilistic modeling
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<p>This lecture aims at providing an overview of packaging methods in Python, as well as data input/output methods. The material for this lecture can be found at: Vectorization Visualization: Overview Visualization: 2D Visualization: 3D Probabilistic modeling: Random numbers Probabilistic modeling:...</p>
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Lecture 5: Python - modules, data I/O, exception handling, and unit testing
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<p>
This lecture aims at providing an overview of packaging methods in Python, as well as data input/output methods.
The material for this lecture can be found at:
Modules
Data input methods
Data output methods
Exception handling
Unit testing
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March 2021
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Lecture 4: Python - branches, looping, and functions
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<p>This lecture aims at providing an overview of methods of checking conditions and iterating over lists in Python, as well as the concept of functions. The material for this lecture can be found at: Branching and If-constructs Loops and iteration...</p>
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10
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February 2021
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Lecture 3: Python - values, variables, and types
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This lecture aims at providing an overview of methods of interacting with Python as well as the fundamental types in Python.
The material for this lecture can be found at:
First Python program
Values in Python
Variables in Python
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08
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February 2021
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Lecture 2: A brief history of computer programming
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<p>This lecture aims at providing an overview of computer programming history and, in particular, Python, as we well as popular implementations of Python interpreter and editors and how to install them. The material for this lecture can be found at:...</p>
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<time datetime="2021-01-20T00:00:00-06:00">
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20
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January 2021
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Lecture 1: Version Control Systems, Git, and GitHub
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<p>This lecture aims at providing an overview of the Version Control Systems (VCS) and how to use them for our needs in this course. Version Control Systems, Git, and GitHub To lean about VCS, Git, and GitHub, we will follow...</p>
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20
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January 2021
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Announcement 1: Assessing your programming knowledge and interests
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<p>The goal of this survey is to assess your prior programming experience and to identify the favorite programming language and Data Science topics for this class. Ask Amir to send you a link to the survey if you have not...</p>
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January 2021
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Announcement 0: Student-professor connection day
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<p>On the first day of our class, we will try to get to know each other and I will attempt to describe my research work and educational background for you, as well as what we should expect from this course....</p>
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