Search result for Courses taught by Curiosity for Data Science
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A Beginner's Guide to Machine Learning (in Python)
by Curiosity for Data Science- 4.7
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3.5 hours on-demand video
Learn supervised learning for structured data, and implement them using Python programming In this course, you will learn the basics of Machine Learning and Data Mining; almost everything you need to get started. You will understand what Big Data is and what Data Science and Data Analytics is. You'll also understand how to combine algorithms into ensembles....
$11.99
Optimization with Metaheuristics in Python
by Curiosity for Data Science- 4.4
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10 hours on-demand video
Learn Simulated Annealing, Genetic Algorithm, Tabu Search, and Evolutionary Strategies, and Learn to Handle Constraints This course will guide you on what optimization is and what metaheuristics are. This course covers information on metaheuristics and four widely used techniques which are: Simulated Annealing Genetic Algorithm Tabu Search Evolutionary Strategies Here's the awesome part --> you do NOT need to know Python programming!...
$11.99
Machine Learning Optimization Using Genetic Algorithm
by Curiosity for Data Science- 4.5
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6.5 hours on-demand video
Learn how to optimize Machine Learning algorithms' performances and apply feature selection using Genetic Algorithm In this course, you will learn what hyperparameters are, what Genetic Algorithm is, and what hyperparameter optimization is. In this course, you will apply Genetic Algorithm to optimize the performance of Support Vector Machines (SVMs) and Multilayer Perceptron Neural Networks (MLP NNs)....
$15.99
Optimizing Travelling Salesman and Vehicle Routing Problems
by Curiosity for Data Science- 4
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2.5 hours on-demand video
Learn optimization through Simulated Annealing and Tabu Search and solve the TSP and VRP problems with constraints! In this course, we will solve the Travelling Salesman Problem (TSP) and the Vehicle Routing Problem (VRP) through Metaheuristics, namely, Simulated Annealing and Tabu Search. You will also learn how to handle constraints in optimization problems....
$9.99
