Skills Acquired

Programming for Everybody
(Getting Started with Python)

- by UNIVERSITY OF MICHIGAN

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  • Fundamental understanding of the Python3 programming language.
  • Have the skills and understanding of Python to confidently apply for Python programming jobs.
  • Pre-requisite Python skills to move into specific branches - Machine Learning, Data Science, etc.
  • Python Object-Oriented Programming (OOP).


    • Certificate

    Introduction to HTML5

    - by UNIVERSITY OF MICHIGAN

  • HTML.
  • HTML5.
  • Web Design.
  • Web Accessibility.


    • Certificate

    Introduction to CSS3

    - by UNIVERSITY OF MICHIGAN
  • Style Sheets.
  • >Cascading Style Sheets (CCS).
  • Web Design.
  • >Web Development.

    • Certificate

    The Arduino Platform and C Programming

    - by university of california, irvine
  • Arduino
  • C Programming
  • Debugging/li>

    • Certificate

    minor specialization-Data Science(using R-programming)

    - by JOHNS HOPKINS UNIVERSITY

    R Programming

  • Data Analysis
  • Debugging
  • R Programming
  • Rstudio

    • The Data Scientist’s Toolbox

  • Data Science.
  • Set up R, R-Studio, Github and other useful tools.
  • Understand the data, problems, and tools that data analysts use.
  • Explain essential study design concepts

    • Exploratory Data Analysis

  • Cluster Analysis.
  • Ggplot2.
  • Exploratory Data Analysis.
  • Made graphical displays of very high dimensional data.

    • Getting and Cleaning Data

  • Data Manipulation.
  • Regular Expression (REGEX).
  • Data Cleansing.
  • Use R for text and data manipulation.

    • Reproducible Research

  • Write up a reproducible data analysis using knitr.
  • Organize data analysis to help make it more reproducible.
  • Publish reproducible web documents using Markdown.
  • Determine the reproducibility of analysis project.