Data Science and Business Analytics in Python on @Skillshare

Check out my course on Data Science and Business Analytics in Python on Skillshare. This link gives you a 2-week free trial of Premium Skillshare with this course and all other content:

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Business analytics and data science have become important skills across all industries. Knowing both how to perform analytics, as well as, sense checking analyses and understanding concepts is key in making decisions today.

Python has become the lingua franca of data science and is, therefore, the topic of this class.

Programming can be intimidating, however, Python excels due to its readability and being freely available for all platforms including Linux, Mac and Windows. This class will assume some prior knowledge of Python syntax, but to establish a common learning environment some of the basics will be covered. We will cover the full data science workflow including:

- Loading data from files (e.g. Excel tables) and databases (e.g. SQL servers)
- Data cleaning
- Exploratory data analysis
- Machine learning
- Model validation and churn analysis
- Data visualization and report generation

In this class, we will use freely and openly available Python libraries including: Jupyter, NumPy, SciPy, Pandas, MatPlotLib, Seaborn, and Scikit-Learn and you will also learn how to quickly learn new libraries.

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Timeline
00:00 About Me
01:09 What You'll Learn
02:42 My Motivation
03:09 Invitation
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Opinions my own. Not financial advice. Sponsors are acknowledged. For entertainment purposes only.