Decision Trees and Classification Clearly Explained | Orange Data Mining Tutorial

Learn the basics of Decision Trees and Classification Trees in this easy-to-follow tutorial! We'll briefly explain the core concepts of decision trees, with a special focus on classification trees, how they work, their real-world applications, and why they’re so effective for making predictions. Plus, we'll demonstrate how to build and visualize classification trees using Orange Data Mining software, step by step. Perfect for beginners diving into machine learning and data visualization!
Iris Image Source: www.researchgate.net/figure/Three-species-of-IRIS-flower_fig1_367220930
Chapters:
00:00 - Introduction to Classification & Decision Trees
03:24 - Visualizing with Orange software
08:32 - Real life applications
09:37 - Wrapping up
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K-Means Clustering explained with Orange Data Mining | Machine Learning algorithm visualization

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Discover the fundamentals of K-Means Clustering, a powerful machine learning algorithm used for data segmentation. In this video, we’ll briefly explain the concept of K-Means Clustering, how it works, and its applications. Additionally, we’ll provide a hands-on guide to visualize and implement K-Means Clustering using Orange Data Mining software. Perfect for beginners looking to learn and apply...

SAT Practice Test 1 - Section 3 : Step by Step solutions to problems 17, 19 - Geometry, Trigonometry

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SAT Practice Test 1 - Section 3 : Step by Step solutions to problems 17, 19 - Geometry, Trigonometry

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In this video we discuss step by step solutions to problems 17 and 19 in section 3 of the official SAT Practice Test 1. Problem 17 is on similar triangles and side length proportions. Problem 19 is on trigonometric functions: sine and cosine. Link to SAT Practice Tests: satsuite.collegeboard.org/sat/practice-preparation/practice-tests/paper# Going beyond just discussing the problems itself we w...

$SAT Practice Test 1 - Section 3 : Step by Step solutions to problem 13 - Adding fraction and LCD$ 26:36 $SAT Practice Test 1 - Section 3 : Step by Step solutions to problem 13 - Adding fraction and LCD$

SAT Practice Test 1 - Section 3 : Step by Step solutions to problem 13 - Adding fraction and LCD

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In this video we discuss step by step solutions to problem 13 in section 3 of the official SAT Practice Test 1, and two other related examples. All three problems test the students' ability to do simplify Algebra fractions and find least common denominator (LCD). Link to SAT Practice Tests: satsuite.collegeboard.org/sat/practice-preparation/practice-tests/paper# Going beyond just discussing the...

SAT Practice Test 1 - Section 3 : Step by Step solutions to problems 10, 15, 16 - Quadratics