Algorithms

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Machine Learning Fundamentals (edX)

Understand machine learning’s role in data-driven modeling, prediction, and decision-making. Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?

Python Power Up: Coding Foundations for Data Wizards (edX)

Self Paced
Python Power Up: Coding Foundations for Data Wizards (edX)
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Begin your data science adventure by mastering Python programming fundamentals, data structures, and basic algorithms. Learn in an interactive environment with hands-on exercises.

Data Privacy Fundamentals (Coursera)

This course is designed to introduce data privacy to a wide audience and help each participant see how data privacy has evolved as a compelling concern to public and private organizations as well as individuals. In this course, you will hear from legal and technical experts and practitioners who [...]

Unordered Data Structures (Coursera)

The Unordered Data Structures course covers the data structures and algorithms needed to implement hash tables, disjoint sets and graphs. These fundamental data structures are useful for unordered data. For example, a hash table provides immediate access to data indexed by an arbitrary key value, that could be a [...]

Ethical Issues in AI and Professional Ethics (Coursera)

Computing systems and technologies fundamentally impact the lives of most people in the world, including how we communicate, get information, socialize, and receive healthcare. This course is the second of a three course sequence that examines ethical issues in the design and implementation of computing systems and technologies, and [...]

Approximation Algorithms and Linear Programming (Coursera)

This course continues our data structures and algorithms specialization by focussing on the use of linear and integer programming formulations for solving algorithmic problems that seek optimal solutions to problems arising from domains such as resource allocation, scheduling, task assignment, and variants of the traveling salesperson problem. [...]

Fundamentals of Java Programming (Coursera)

Immerse yourself in the world of Java programming with this comprehensive course, consisting of three modules, has been designed for those who are completely new to Java programming and desire to develop a strong foundation in it.

Python Programming Fundamentals (Coursera)

Apr 22nd 2024
Python Programming Fundamentals (Coursera)
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This introductory course is designed for beginners and individuals with limited programming experience who want to embark on their software development or data science journey using Python. Throughout the course, learners will gain a solid understanding of algorithmic thinking, Python syntax, code testing, debugging techniques, and modular code development--essential [...]

Coding Interview Preparation (Coursera)

Apr 22nd 2024
Coding Interview Preparation (Coursera)
Course Auditing
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The final course in this program will help prepare you for the unique aspects of a coding job interview, with approaches to problem-solving and computer science foundations needed to land the job. Ultimately you’ll gain strategic insights and tips for successful interviewing.
Apr 22nd 2024
Course Auditing
46.00 EUR/month