Data Science with Python and R (Anaconda Video Series)

Category: Tutorial

Posted on 2019-06-05, by Germany2020.

Description

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.

https://anaconda.org/datasciencepythonr.

About the Instructors
Ian Stokes-Rees, a computational scientist at Continuum Analytics, has been with the company since the beginning and was the team lead for the Collaboration component of Anaconda Enterprise. One of Ian's key focus areas includes working with Continuum clients to leverage Open Data Science to meet their analytics needs.
Prior to joining Continuum Analytics, Ian was a lecturer and researcher in computational science at the Harvard Medical School and School of Engineering. He has also taught a range of introductory and advanced scientific computing courses at Harvard Medical School, the University of Oxford, and the European Molecular Biology Laboratory. Ian received his Ph.D. from the University of Oxford and has run and delivered hundreds of hours of industry training courses in business data modeling and web services architectures to thousands of engineers and scientists.
About Anaconda Powered by Continuum Analytics
Anaconda is the leading Open Data Science platform powered by Python, the fastest growing data science language with more than 11 million downloads to date. Continuum Analytics is the creator and driving force behind Anaconda, empowering leading businesses across industries worldwide with tools to identify patterns in data, uncover key insights and transform basic data into a goldmine of intelligence to solve the world's most challenging problems. Anaconda puts superpowers into the hands of people who are changing the world. Learn more at continuum.io.
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

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