Algorithms

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Algorithmen und Datenstrukturen mit Detektiv Duke (openHPI)

Du hast bereits den Java-Kurs auf openHPI gemacht und die Einführung in Collections war dir zu schnell oder nicht detailliert genug? Du willst Datenstrukturen in Java besser kennenlernen? Du wolltest immer schon mal wissen, was eigentlich Iteratoren sind und welche Vorteile diese gegenüber von Schleifen haben? Welche Datenstrukturen für [...]
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Ethical Issues in Data Science (Coursera)

Computing applications involving large amounts of data – the domain of data science – impact the lives of most people in the U.S. and the world. These impacts include recommendations made to us by internet-based systems, information that is available about us online, techniques that are used for security [...]
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The Fundamental of Data-Driven Investment (Coursera)

In this course, the instructor will discuss the fundamental analysis of investment using R programming. The course will cover investment analysis topics, but at the same time, make you practice it using R programming. This course's focus is to train you to do the elemental analysis for investment management [...]
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Advanced Algorithms and Complexity (Coursera)

You've learned the basic algorithms now and are ready to step into the area of more complex problems and algorithms to solve them. Advanced algorithms build upon basic ones and use new ideas. We will start with networks flows which are used in more typical applications such as optimal [...]
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Average: 7 ( 4 votes )

Geometric Algorithms (Coursera)

Apr 23rd 2021
Geometric Algorithms (Coursera)
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Course Information: In many areas of computer science such as robotics, computer graphics, virtual reality, and geographic information systems, it is necessary to store, analyze, and create or manipulate spatial data. This course deals with the algorithmic aspects of these tasks: we study techniques and concepts needed for the [...]
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Average: 10 ( 4 votes )

Algorithms on Strings (Coursera)

World and internet is full of textual information. We search for information using textual queries, we read websites, books, e-mails. All those are strings from the point of view of computer science. To make sense of all that information and make search efficient, search engines use many string algorithms. [...]
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Average: 8 ( 3 votes )

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 [...]
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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?
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Operations Research (2): Optimization Algorithms (Coursera)

Apr 19th 2021
Operations Research (2): Optimization Algorithms (Coursera)
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Operations Research (OR) is a field in which people use mathematical and engineering methods to study optimization problems in Business and Management, Economics, Computer Science, Civil Engineering, Electrical Engineering, etc. The series of courses consists of three parts, we focus on deterministic optimization techniques, which is a major part [...]
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A Complete Reinforcement Learning System (Capstone) (Coursera)

In this final course, you will put together your knowledge from Courses 1, 2 and 3 to implement a complete RL solution to a problem. This capstone will let you see how each component---problem formulation, algorithm selection, parameter selection and representation design---fits together into a complete solution, and how [...]
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