Search result for Algorithms Online Courses & Certifications
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Overview of Advanced Methods of Reinforcement Learning in Finance
by Igor Halperin- 3.8
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Approx. 13 hours to complete
In the last course of our specialization, Overview of Advanced Methods of Reinforcement Learning in Finance, we will take a deeper look into topics discussed in our third course, Reinforcement Learning in Finance. Finally, we will overview trending and potential applications of Reinforcement Learning for high-frequency trading, cryptocurrencies, peer-to-peer lending, and more....
Artificial Intelligence Data Fairness and Bias
by Brent Summers- 4.9
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Approx. 6 hours to complete
In this course, we will explore fundamental issues of fairness and bias in machine learning. As predictive models begin making important decisions, from college admission to loan decisions, it becomes paramount to keep models from making unfair predictions. From human bias to dataset awareness, we will explore many aspects of building more ethical models....
VLSI CAD Part II: Layout
by Rob A. Rutenbar- 4.8
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Approx. 24 hours to complete
You should complete the VLSI CAD Part I: Logic course before beginning this course. A modern VLSI chip is a remarkably complex beast: billions of transistors, millions of logic gates deployed for computation and control, big blocks of memory, embedded blocks of pre-designed functions designed by third parties (called “intellectual property” or IP blocks)....
Geometric Algorithms
by Kevin Buchin- 0.0
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Approx. 18 hours to complete
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 design and analysis of geometric algorithms and data structures....
Delivery Problem
by Alexander S. Kulikov- 4.7
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Approx. 14 hours to complete
We’ll implement (in Python) together efficient programs for a problem needed by delivery companies all over the world millions times per day — the travelling salesman problem. The goal in this problem is to visit all the given places as quickly as possible. How to find an optimal solution to this problem quickly?...
Methods for Solving Problems
by David Quigley- 4.4
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Approx. 7 hours to complete
In this course, we will explore different types of problems, the boundaries of what makes a problem solvable, and the different algorithms, rules, and heuristics we can implement to solve these problems. Problems for Minds and Machines Solving Problems Problems for Minds and Machines Recognizing, Defining, and Representing Problems Recognizing and Solving Problems...
Addressing Large Hadron Collider Challenges by Machine Learning
by Andrei Ustyuzhanin , Mikhail Hushchyn- 4.5
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Approx. 24 hours to complete
The Large Hadron Collider (LHC) is the largest data generation machine for the time being. It doesn’t produce the big data, the data is gigantic. Just one of the four experiments generates thousands gigabytes per second. The intensity of data flow is only going to be increased over the time. Do you have technical problems?...
Computational Vision
by David Quigley- 0.0
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Approx. 8 hours to complete
In this course, we will expand on vision as a cognitive problem space and explore models that address various vision tasks. We will then explore how the boundaries of these problems lead to a more complex analysis of the mind and the brain and how these explorations lead to more complex computational models of understanding....
Interpersonal, Developmental, and Evolutionary Perspectives of the Mind
by David Quigley- 4.3
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Approx. 13 hours to complete
In this course, we will explore how individual problem solving, judgment, and decision making can be influenced by interpersonal and developmental factors. Introduction Multiple Deciding Agents - A Simple Model Multiple Deciding Agents Game Theory Game Theory: Prisoner's Dilemma Game Theory: Axelrod's Tournament Games "In the Large" Prisoner's Dilemma Strategies Scale and Complexity...
Algorithms, Part I
by Kevin Wayne , Robert Sedgewick- 4.9
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Approx. 54 hours to complete
This course covers the essential information that every serious programmer needs to know about algorithms and data structures, with emphasis on applications and scientific performance analysis of Java implementations. Part I covers elementary data structures, sorting, and searching algorithms. Part II focuses on graph- and string-processing algorithms. All the features of this course are available for free....
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