Definition of a Data Structure & Algorithms. Data structures and algorithms are vital elements in many computing applications. When programmers design and build applications, they need to model ...

Data structures that can implement the List ADT include fixed-size and dynamically sized one-dimensional arrays and singly-linked lists. (You’ll be introduced to arrays in Part 2, ...

A data structure design, as defined by Idreos and his team in a recent publication, consists of 1) the data organization, 2) an optional index, and 3) the algorithms that support basic operations ...

Data architecture: The heart and soul of data governance is its architecture, which defines the structure of an organization’s data resources and includes standards, policies, models and rules ...

Building fast and highly performant data science applications requires an intimate knowledge of how data can be organized in a computer and how to efficiently perform operations such as sorting, ...

Once collected, data cleaning is performed to remove inconsistencies, errors and irrelevant information. The data is then converted into a format suitable for AI algorithms, such as numerical ...

Business information is mostly generated by systems or people. Data from systems is most likely to be structured. In its traditional format, this is most typified by data in relational databases ...

We look at how to gain structure from unstructured data, via AI/ML analytics to create new records, selecting object data via SQL and storing unstructured files in NoSQL formats.

Watch the 'Data Science Foundations: Data Structures & Algorithms Pathway' Video (5 min.) Master of Science in Data Science. Offered through an interdisciplinary partnership, data science at CU ...