911½ñÈÕºÚÁÏ

We recommend the following courses and resources if you would like additional training on data science and programming languages such as R, Sql, and Python.

Data

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  This is a good resource for coursework in working with data (SQL, R, Python etc...)
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  ICHT iCARE Data Researchers

Health and healthcare

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  Introduces the field of digital health and the key concepts and definitions in this emerging field. The key topics include Learning Health Systems and Electronic Health Records and various types of digital health technologies to include mobile applications, wearable technologies, health information systems, telehealth, telemedicine, machine learning, artificial intelligence and big data.
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  Introduces the concepts, theories and application of Quality Improvement (QI) in healthcare from a global perspective
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  Scope, origins and ethics of public health
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  Introduces types of variables, common distributions, hypothesis testing

Python

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  Python Essential Training
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  Introduction to Machine Learning NLP
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  Introduction to Pandas

R

• R Course at 911½ñÈÕºÚÁÏ Graduate School
  Research, computing and data science skills courses
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  Great textbook for learning R with principles of data science
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  Open source community for R users in the NHS

Statistics

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  Textbook for statistics and a couple of machine learning topics
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  Foundation text for intersection of statistics and machine learning
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  A series of videos that straightforwardly explain statistics concepts

Snowflake

SQL

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  SQL tutorial