Learn about installing Anaconda on Windows.
- [Instructor] For this course,…we need an up-to-date installation of Python 3…and a few third-party packages,…including the standard scientific stack…which'll be the notebook, Numpy, Scipy, and Matplotlib.…A statistics packages, Pandas, StatsModels, and PyMC3.…We will also be using a standard spreadsheet application.…I will use Microsoft Excel, but you can as well use…Apple Numbers, Google Sheets, or something else.…If you are an experienced Python user…and you know how to install extra packages,…you are free to do so.…
Otherwise, I suggest you follow me,…and install the free Anaconda Python distribution,…which includes everything that we need.…To install, we go to the anaconda.org website.…We find the download link,…scroll down to download,…and select Python version 3.6.…Although Python 2.0 is still a useful tool,…and it is still supported by the Python Software Foundation,…there is no reason now, not to use Python 3,…which fixes several problems with the older Pythons,…and introduces several new useful features.…
- Installing and setting up Python
- Importing and cleaning data
- Visualizing data
- Describing distributions and categorical variables
- Using basic statistical inference and modeling techniques
- Bayesian inference
Skill Level Intermediate
R Statistics Essential Trainingwith Barton Poulson5h 59m Intermediate
SPSS Statistics Essential Trainingwith Barton Poulson4h 57m Beginner
1. Installation and Setup
2. Importing and Cleaning Data
3. Visualizing and Describing Data
4. Introduction to Statistical Inference
5. Introduction to Statistical Modeling
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