Search result for Data types and structures Online Courses & Certifications
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Identifying Patient Populations
by Laura K. Wiley, PhD- 4.5
Approx. 13 hours to complete
In this course you will learn how different clinical data types perform when trying to identify patients with a particular disease or trait. You will also learn how to program different data manipulations and combinations to increase the complexity and improve the performance of your algorithms. Accessing Course Data and Technology Platform...
Python for Data Science, AI & Development
by Joseph Santarcangelo- 4.6
Approx. 17 hours to complete
This course will take you from zero to programming in Python in a matter of hours—no prior programming experience necessary! You will learn Python fundamentals, including data structures and data analysis, complete hands-on exercises throughout the course modules, and create a final project to demonstrate your new skills. Python Data Structures...
Introduction to Data Engineering
by Rav Ahuja , Priya Kapoor- 4.7
Approx. 10 hours to complete
This course introduces you to the core concepts, processes, and tools you need to know in order to get a foundational knowledge of data engineering. You will gain an understanding of the modern data ecosystem and the role Data Engineers, Data Scientists, and Data Analysts play in this ecosystem. Viewpoints: Working with Varied Data Sources and Types...
Advanced R Programming
by Roger D. Peng, PhD , Brooke Anderson- 4.3
Approx. 18 hours to complete
This course covers advanced topics in R programming that are necessary for developing powerful, robust, and reusable data science tools. You will also be able to define new data types in R and to develop a universe of functionality specific to those data types to enable cleaner execution of data science tasks and stronger reusability within a team....
Network Security & Database Vulnerabilities
by IBM Security Learning Services- 4.6
Approx. 14 hours to complete
You will learn about various security breach types associated with databases and organizations that define standards and provide tools for cybersecurity professionals. Basics of Routing and Switching, Network Packets and Structures Data Source Types Part 1 Data Source Types Part 2 Data Model Types Structured Data and Relational Databases Types of Data...
Introduction to Data Science in Python
by Christopher Brooks- 4.5
Approx. 31 hours to complete
The course will introduce data manipulation and cleaning techniques using the popular python pandas data science library and introduce the abstraction of the Series and DataFrame as the central data structures for data analysis, along with tutorials on how to use functions such as groupby, merge, and pivot tables effectively. Describe common Python functionality and features used for data science...
The Data Science of Health Informatics
by Hadi H. K. Kharrazi, MD, Ph.D , Sam Meiselman- 4.7
Approx. 10 hours to complete
Health data are notable for how many types there are, how complex they are, and how serious it is to get them straight. Introduction to Databases and Data Types Common Data Types I Common Data Types II Common Data Types III Emerging Data Types Data Sources and Data Challenges Common Clinical Data Sources...
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Advanced Clinical Data Science
by Michael G. Kahn, MD, PhD , Laura K. Wiley, PhD- 0.0
Approx. 4 hours to complete
This course prepares you to deal with advanced clinical data science topics and techniques including temporal and research quality analysis. Keep Calm and Data Science On Understanding Dates and Times: MIMIC-III and Common Data Models Tools and Techniques: Missing Data Types of Missing Data Data Missingness Techniques: Record Linkage and Data Quality...
Algorithms for Searching, Sorting, and Indexing
by Sriram Sankaranarayanan- 4.6
Approx. 34 hours to complete
This course covers basics of algorithm design and analysis, as well as algorithms for sorting arrays, data structures such as priority queues, hash functions, and applications such as Bloom filters. Heaps and Hashtable Data Structures Basics of Data Structures Describe heap data structures and analyze heap components, such as arrays and priority queues...
Data Processing Using Python
by ZHANG Li- 4.2
Approx. 29 hours to complete
Powerful Data Structures and Python Extension Libraries Powerful Data Structures and Python Extension Libraries quiz 3 Data Clean of Data Exploration and Preprocessing Copy of 1 Convenient and Fast Data Acquisition 2 Data Statistics and Analysis Based on pandas 1 Data retrieval and preprocessing of Python Slides Web API - TuShare and Data Analysis task...