Data Science with Python and R (Anaconda Video Series)

Online Courses

9+ Hours of Video Training

Data Science with Python and R LiveLessons is tailored to beginner data scientists seeking to use Python or R for data science. This course includes fundamentals of data preparation, data analysis, data visualization, machine learning, and interactive data science applications. Students will learn how to build predictive models and how to create interactive visual applications for their line of business using the Anaconda platform. This course will introduce data scientists to using Python and R for building on an ecosystem of hundreds of high performance open source tools.

 

The companion Jupyter notebooks for these LiveLessons are available at https://anaconda.org/datasciencepythonr.

Skill Level

  • Beginner level for data scientists

What You Will Learn

  • Use Anaconda and Jupyter notebooks
  • Understand Open Data Science concepts, roles, and workflows
  • Wrangle data with Pandas
  • Understand Anaconda Enterprise and collaboration workflows
  • Create interactive visualizations with Bokeh
  • Use Conda package management
  • Use R for data processing and visualization
  • Build statistical and predictive models
  • Use Excel and Python with Anaconda Fusion
  • Understand and use Mosaic for databases with distributed data
  • Understand distributed and parallel computing with Dask

Course Requirements

  • Basic experience in Python programming
  • Anaconda installed. Python. Anaconda downloads are available for Apple OS X®, Microsoft Windows®, and most Linux distributions. Optionally, Anaconda Trial, which includes features in the paid subscriptions, is available for download. 
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