Search result for Discrete mathematics course description Online Courses & Certifications
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Discrete Optimization Data Science Heuristic & Metaheuristic
by Up Degree- 3.3
3.5 hours on-demand video
Discrete Optimization in Data Science: Heuristic and Metaheuristic Methods This comprises the generic Travelling Salesman Problem (TSP), generic in the sense that most discrete optimization problems can be reduced to the TSP very easily. The solution methods in this discrete optimization course are practically illustrated with different instances of the TSP (and a knapsack problem) as examples....
$13.99
Probability Theory, Statistics and Exploratory Data Analysis
by Ilya V. Schurov- 4.7
Approx. 22 hours to complete
This course introduces you to the necessary sections of probability theory and statistics, guiding you from the very basics all way up to the level required for jump starting your ascent in Data Science. This course requires basic knowledge in Discrete mathematics (combinatorics) and calculus (derivatives, integrals). CDF of discrete random variable...
Mathematical Thinking in Computer Science
by Alexander S. Kulikov , Michael Levin , Владимир Подольский- 4.4
Approx. 40 hours to complete
In this course, we will learn the most important tools used in discrete mathematics: induction, recursion, logic, invariants, examples, optimality....
Linear Algebra III: Determinants and Eigenvalues
by Greg Mayer- 0.0
3 Weeks
This course takes you through roughly three weeks of MATH 1554, Linear Algebra, as taught in the School of Mathematics at The Georgia Institute of Technology. At the beginning of this course we introduce the determinant, which yields two important concepts that you will use in this course. This course then moves on to eigenvalues and eigenvectors....
$199
Discrete Math and Analyzing Social Graphs
by Владимир Подольский , Ilya V. Schurov , Stepan Kuznetsov- 4.4
Approx. 20 hours to complete
The main goal of this course is to introduce topics in Discrete Mathematics relevant to Data Analysis. We will start with a brief introduction to combinatorics, the branch of mathematics that studies how to count. In the end of the course we will have a project related to social network graphs....
Combinatorial Mathematics | 组合数学
by Yuchun Ma- 0.0
12 Weeks
Combinatorial mathematics is just the science to deal with combinations of discrete items. This course is based on a highly regarded on-campus Tsinghua class called Combinatorics, and is ideal for students who are interested in mathematics or computer science. Though the original video was recorded in Chinese, the course team record the corresponding dubbing in English....
$149
Introduction to Probability: Part II – Inference & Processes
by John Tsitsiklis , Patrick Jaillet , Qing He , Jimmy Li- 0.0
16 Weeks
This course is part of a 2-part sequence on the basic tools of probabilistic modeling. This course is a follow-up to Introduction to Probability: Part I - The Fundamentals, which introduced the general framework of probability models, multiple discrete or continuous random variables, expectations, conditional distributions, and various powerful tools of general applicability....
$75
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Math for Machine Learning
by Richard Han- 4
5 hours on-demand video
Would you like to learn a mathematics subject that is crucial for many high-demand lucrative career fields such as: Why you should choose this instructor: I earned my PhD in Mathematics from the University of California, Riverside. I have created many successful online math courses that students around the world have found invaluable—courses in linear algebra, discrete math, and calculus....
$11.99
Probability - The Science of Uncertainty and Data
by John Tsitsiklis , Dimitri Bertsekas , Patrick Jaillet , Karene Chu- 0.0
16 Weeks
The course covers all of the basic probability concepts, including: The contents of this courseare heavily based upon the corresponding MIT class -- Introduction to Probability -- a course that has been offered and continuously refined over more than 50 years. This course is part of theMITx MicroMasters Program in Statistics and Data Science....
$300
Audio Signal Processing for Music Applications
by Xavier Serra , Prof Julius O Smith, III- 4.8
Approx. 49 hours to complete
In this course you will learn about audio signal processing methodologies that are specific for music and of use in real applications. The course is based on open software and content. The demonstrations and programming exercises are done using Python under Ubuntu, and the references and materials for the course come from open online repositories. Basic mathematics Discrete Fourier transform...