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84 results for "introduction to biomedical data science"
Introduction to Biomedical Data Science By Robert Hoyt & Robert Muenchen
eBook (ePub): $44.99
Introduction to Biomedical Data Science aims to fill the data science knowledge gap experienced by many clinical, administrative and technical staff. The textbook begins with an overview of what... More > biomedical data science is and then embarks on a tour of topics beginning with spreadsheet tips and tricks and ending with artificial intelligence. In between, important topics are covered such as biostatistics, data visualization, database systems, big data, programming languages, bioinformatics, and machine learning. The textbook is available as a paperback and ebook. Visit the companion website at https://www.informaticseducation.org for more information. Key features: Real healthcare datasets are used for examples and exercises; Knowledge of a programming language or higher math is not required; Multiple free or open source software programs are presented; YouTube videos are embedded in most chapters; Extensive resources chapter for further reading and learning; PowerPoints and an Instructor Manual.< Less
Introduction to Biomedical Data Science By Robert Hoyt & Robert Muenchen
Paperback: $64.95
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Introduction to Biomedical Data Science aims to fill the data science knowledge gap experienced by many clinical, administrative and technical staff. The textbook begins with an overview of what... More > biomedical data science is and then embarks on a tour of topics beginning with spreadsheet tips and tricks and ending with artificial intelligence. In between, important topics are covered such as biostatistics, data visualization, database systems, big data, programming languages, bioinformatics, and machine learning. The textbook is available as a paperback and ebook. Visit the companion website at https://www.informaticseducation.org for more information. Key features: Real healthcare datasets are used for examples and exercises; Knowledge of a programming language or higher math is not required; Multiple free or open source software programs are presented; YouTube videos are embedded in most chapters; Extensive resources chapter for further reading and learning; PowerPoints and an Instructor Manual< Less
Introduction to Biomedical Data Science By Robert Hoyt & Robert Muenchen
eBook (PDF): $39.95
Introduction to Biomedical Data Science aims to fill the data science knowledge gap experienced by many clinical, administrative and technical staff. The textbook begins with an overview of what... More > biomedical data science is and then embarks on a tour of topics beginning with spreadsheet tips and tricks and ending with artificial intelligence. In between, important topics are covered such as biostatistics, data visualization, database systems, big data, programming languages, bioinformatics, and machine learning. The textbook is available as a paperback and ebook. Visit the companion website at https://www.informaticseducation.org for more information. Key features: Real healthcare datasets are used for examples and exercises; Knowledge of a programming language or higher math is not required; Multiple free or open source software programs are presented; YouTube videos are embedded in most chapters; Extensive resources chapter for further reading and learning; PowerPoints and an Instructor Manual< Less
Introduction to Biomedical Data Science - Chapter 1: Overview of Biomedical Data Science By Robert Hoyt et al.
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 1: Overview of Biomedical Data Science provides an expansive view of the field of biomedical data science. It discusses the importance of data mining... More > and the typical data analytical cycle. The major types of analysis are discussed with examples. Data science education and careers are covered, in addition to challenges and future trends. YouTube videos are embedded in the chapter and the exercises (Appendix C) and Resources (Chapter 11) are included. Further details are on informaticseducation.org< Less
Introduction to Biomedical Data Science - Chapter 6: Big Data By Dallas Snider
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 6: Big Data discusses the uniqueness related to big data, to include definitions and the specific software and hardware requirements. Challenges and... More > future trends are discussed. A discussion (Appendix C) and Resources (Chapter 11) are included. Further details are available on informaticseducation.org.< Less
Introduction to Biomedical Data Science - Chapter 4: Data Visualization By Robert Hoyt et al.
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 4: Data Visualization explains why visualization is pivotal in data analysis. Early on it is employed in exploratory data analysis and at the end... More > when the results of data analysis are presented. This chapter covers all basic visualizations, using Microsoft Excel, Google Sheets, Tableau and R and is heavily supplemented by YouTube videos. Exercises (Appendix C) and Resources (Chapter 11) are included. Further details are available on informaticseducation.org.< Less
Introduction to Biomedical Data Science - Chapter 8: Programming Languages for Data Analysis By Robert Hoyt & Robert Muenchen
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 8: Programming Languages for Data Analysis presents an overview of the programming languages for data analysis, specifically R and Python. The two... More > languages are discussed with multiple examples. In addition, a variety of software programs are presented that use R as the computation backend engine and use a graphical user interface as the front end. YouTube videos supplement the written text. Exercises (Appendix C) and Resources (Chapter 11) are included. Further details are available on informaticseducation.org< Less
Introduction to Biomedical Data Science - Chapter 5: Introduction to Databases By Robert Hoyt et al.
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 5: Introduction to Databases discusses database management for the beginner and then covers SQL queries using healthcare data. All the common SQL... More > commands are presented. The chapter interacts with Data World, a data science collaborative website. Exercises (Appendix C) and Resources (Chapter 11) are included. Further details are available on informaticseducation.org< Less
Introduction to Biomedical Data Science - Chapter 3: Biostatistics Primer By Robert Hoyt & Robert Muenchen
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 3: Biostatistics Primer discusses a key skillset needed in biomedical data science - biostatistics. The major stats areas are covered without the... More > need for higher math. Real healthcare data are used for stats examples and most visualizations are generated by BlueSky Statistics. Exercises (Appendix C) and Resources (Chapter 11) are included. Further details are available on informaticseducation.org< Less
Introduction to Biomedical Data Science - Chapter 7: Bioinformatics and Precision Medicine By Madhurima Kaushal
eBook (PDF): $8.99
Introduction to Biomedical Data Science - Chapter 7: Bioinformatics and Precision Medicine provides an in-depth discussion of this data science field. A variety of “omics” topics are... More > discussed as well as web-based and command-line tools for analysis. The bioinformatics workflow or pipeline is discussed and examples of precision medicine are presented. Extensive exercises (Appendix C0 and Resources (Chapter 11) are included. Further details are on informaticseducation.org< Less

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