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AI and Machine Learning for Healthcare

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AI and Machine Learning for Healthcare

Ho Quang Dai by Ho Quang Dai
August 16, 2018
in O'Reilly
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AI and Machine Learning for Healthcare
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Contents

  1. AI and Machine Learning for Healthcare – AI Training and Car Learning for Health Care
  2. Screenshot Tutorials/Courses
  3. Info Tutorials/Courses
  4. Download Tutorials/Courses
  5. Password : freetuts.download
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AI and Machine Learning for Healthcare – AI Training and Car Learning for Health Care

Artificial intelligence (AI) and machine learning (ML) in the healthcare sector are a rapidly expanding and promising field. The marriage of technology and health has the potential to empower medical professionals and patients alike while drastically cutting the cost of healthcare. Using a measured no-hype approach, this video will help technology entrepreneurs, product managers, and health care executives understand what can be done with AI and ML in healthcare today and what concepts are most crucial for producing valuable applications in the near future.

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Understand the basics of putting together a health-tech data pipeline from raw datasets.
Learn how pipelines turn unstructured data (eg medical records and open ended surveys) into inputs for modeling and metrics.
Explore the uncontrolled learning methods that search for new insights in large health datasets
Understand the prediction and classification methodologies for individual and population health levels
Get up-to-date on Assist-AI in health-related user interactions and clinical decision making
Becoming aware of data challenges inherent in many scenarios within healthcare applications

Table of Contents:
– Coding for Healthcare
– Building Healthcare Data Pipelines
– Munging Healthcare Data with Python
– Cleaning Healthcare Data with R
– Quantifying Healthcare Data
– Applying Unsupervised Learning to Healthcare Data Sets
– Clustering Patient Behavior with Python
– Applying Prediction to Healthcare Data Sets
– Assessing Fertility Risk with R
– Understanding Deep Learning and Healthcare
– Understanding How Assist AI Can Be Used for Healthcare
– Building a Heuristic-Based Bot
– Wrap Up

Screenshot Tutorials/Courses

Info Tutorials/Courses

Manufacturer: Orly / O’Reilly
Language: English
Teacher: Aileen Nielsen
Level of training: Preliminary
time of training: 2 hours +
File size: 4980 MB

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