Search result for Linear programming Online Courses & Certifications
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Approximation Algorithms Part I
by Claire Mathieu- 4.8
Approx. 36 hours to complete
This course assumes knowledge of a standard undergraduate Algorithms course, and particularly emphasizes algorithms that can be designed using linear programming, a favorite and amazingly successful technique in this area. Vertex cover and Linear Programming Lecture: A linear programming relaxation Bin Packing, Linear Programming and Rounding Lecture: a linear program Lecture: linear programming relaxation...
Operations Research (1): Models and Applications
by 孔令傑 (Ling-Chieh Kung)- 4.8
Approx. 11 hours to complete
Linear Programming 2-4: Linear programming. Integer Programming Nonlinear programming Technically, the concepts and applicationsof Linear Programming, Integer Programming, and Nonlinear Programming will be delivered....
Mastering Programming with MATLAB
by Akos Ledeczi , Mike Fitzpatrick- 4.9
Approx. 56 hours to complete
The course builds on the foundation laid by the first course of the Specialization called “Introduction to Programming with MATLAB. ” It covers more advanced programming concepts such as recursion, vectorization, function handles, algorithm efficiency and others. Linear Equations Solution to Linear Regression Object Oriented Programming Introduction to Object Oriented Programming...
Linear Regression and Logistic Regression in Python
by Start-Tech Academy- 4.1
8.5 hours on-demand video
Linear Regression and Logistic Regression for beginners This course teaches you all the steps of creating a Linear Regression model, which is the most popular Machine Learning model, to solve business problems. Below are the course contents of this course on Linear Regression: Programming Experience - A significant part of machine learning is programming....
$12.99
Mathematics for Machine Learning: PCA
by Marc Peter Deisenroth- 4
Approx. 18 hours to complete
Good background in linear algebra (e. , matrix and vector algebra, linear independence, basis) Basic knowledge in python programming and numpy Disclaimer: This course is substantially more abstract and requires more programming than the other two courses of the specialization....
Data Science for Business Innovation
by Marco Brambilla , Emanuele Della Valle- 4.2
Approx. 7 hours to complete
Solving Problems: Programming vs. Solving Problems: Programming vs. Solving Problems: Programming vs. Linear Regression for Price Prediction Linear Regression for Product Price Prediction Linear Regression...
Shortest Paths Revisited, NP-Complete Problems and What To Do About Them
by Tim Roughgarden- 4.8
Approx. 14 hours to complete
Programming Assignment #1 A Dynamic Programming Algorithm for TSP Programming Assignment #2 A Dynamic Programming Heuristic for Knapsack Ananysis of Dynamic Programming Heuristic Programming Assignment #3 Linear Programming and Beyond [Optional] Programming Assignment #4...
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Solving Algorithms for Discrete Optimization
by Prof. Jimmy Ho Man Lee , Prof. Peter James Stuckey- 4.8
Approx. 22 hours to complete
Basic Constraint Programming 1 Constraint Programming Solvers Advanced Constraint Programming Mixed Integer Programming 1 Linear Programming 2 Mixed Integer Programming...
Complete Linear Regression Analysis in Python
by Start-Tech Academy- 4.1
7.5 hours on-demand video
Linear Regression in Python| Simple Regression, Multiple Regression, Ridge Regression, Lasso and subset selection also You're looking for a complete Linear Regression course that teaches you everything you need to create a Linear Regression model in Python, right? Though it hasn’t always been, Python is the programming language of choice for data science....
$12.99
Linear Regression and Logistic Regression using R Studio
by Start-Tech Academy- 4
6.5 hours on-demand video
Linear Regression and Logistic Regression for beginners. If you are a business manager or an executive, or a student who wants to learn and apply machine learning in Real world problems of business, this course will give you a solid base for that by teaching you the most popular technique of machine learning, which is Linear Regression...
$11.99