Foundations of Data Science in Healthcare
Course Overview
Course Introduction
This introductory course provides participants with the foundational knowledge and skills needed to leverage data science in the healthcare sector. Participants will explore the basics of data manipulation, analysis, and visualization using healthcare datasets.
Duration: 10 days
Course Outline
Course Objectives:
- Understand the role of data science in healthcare.
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Gain proficiency in data manipulation and cleaning techniques.
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Learn fundamental statistical analysis methods.
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Develop skills in visualizing healthcare data.
Course Modules
Course Modules:
Module 1: Introduction to Data Science in Healthcare
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Definition and scope of data science in healthcare.
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Overview of key data science tools and technologies.
Module 2: Data Manipulation with Python
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Introduction to Python for data manipulation.
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Working with Pandas for cleaning and transforming healthcare data.
Module 3: Statistical Analysis with R
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Introduction to R programming language.
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Descriptive statistics and inferential analysis in healthcare.
Module 4: Data Visualization in Healthcare
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Principles of effective data visualization.
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Using tools like Matplotlib and Seaborn for healthcare data visualization.
Module 5: Capstone Project - Applying Foundations in a Healthcare Context
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Participants apply acquired skills to a real-world healthcare dataset.
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Presenting and interpreting findings.
Course Administration Details
Methodology
Instructor-led sessions use a blended learning approach combining presentations, guided practical exercises, web-based tutorials, and group work, delivered by seasoned industry experts. All facilitation and course materials are in English, so participants should be reasonably proficient in the language.
Accreditation
Upon successful completion of this training, participants will be issued an Apollina Healthcare certificate certified by the National Industrial Training Authority (NITA).
Training Venue
The training will be held at Apollina Healthcare Training Centre. The course fee covers the course tuition, training materials, two break refreshments, and lunch. All participants will additionally cater to their travel expenses, visa application, insurance, and other personal expenses.
Accommodation & Transfer
Accommodation and Airport Transfer are arranged upon request. For reservations contact the Training Officer.
Email: connect@apollinahealthcare.com
Phone: (+254) 710 661 274
Tailor-Made
This training can also be customized to suit the needs of your institution upon request. You can have it delivered in our Apollina Healthcare Training Centre or at a convenient location.
Payment
Payment should be transferred to the Apollina Healthcare account through a bank on or before the start of the course. Send proof of payment to: connect@apollinahealthcare.com.
