Search result for Decision trees Online Courses & Certifications
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Big Data Applications: Machine Learning at Scale
by Alexey A. Dral , Vladimir Lesnichenko , Evgeny Frolov , Ilya Trofimov , Pavel Mezentsev , Emeli Dral- 3.8
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Approx. 28 hours to complete
- Fit decision trees and boost them with ensemble learning - automatically construct decision trees and improve their performance with ensemble learning; Decision Trees & Ensemble Learning Decision Trees Basics Decision Trees & Ensembles Decision Trees Gradient Boosted Decision Trees Spark ML Programming Tutorial: Decision Trees & CV Decision Trees & Ensemble Learning...
Getting Started with Decision Trees
by Analytics Vidhya- 4.5
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1 hour on-demand video
Learn the basics of Decision Trees - a popular and powerful machine learning algorithm and implement them using Python This course will introduce you to the concept of Decision Trees and teach you how to build one using Python Decision Trees are the most widely and commonly used machine learning algorithms. Terminologies related to decision trees...
$12.99
Fundamentals of Decision Trees in Machine Learning
by Tech Lab- 3.6
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2.5 hours on-demand video
Learn the fundamentals of decision trees in maching learning In decision analysis, a decision tree can be used to visually and explicitly represent decisions and decision making. If you're working towards an understanding of machine learning, it's important to know how to work with decision trees. We'll also explore advanced concepts and details of decision tree algorithms....
$13.99
Decision Trees for Machine Learning From Scratch
by Sefik Ilkin Serengil- 3.7
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3 hours on-demand video
Learn to build decision trees for applied machine learning from scratch in Python. Decision trees are one of the hottest topics in Machine Learning. This course covers both fundamentals of decision tree algorithms such as CHAID, ID3, C4. 5, CART, Regression Trees and its hands-on practical applications. We will create our own decision tree framework from scratch in Python....
$11.99
Automated Reasoning: Symbolic Model Checking
by Hans Zantema- 0.0
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Approx. 13 hours to complete
A fruitful way to do so is by representing sets of states by BDDs (binary decision diagrams). Decision Trees Decision Trees 2 Decision tree Reduced ordered decision tree...
Machine Learning: Random Forest, Adaboost & Decision Tree
by Teach Apex- 4.3
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3 hours on-demand video
Learn Advanced Machine Learning on Random Forest, Adaboost, Decision Trees Hands-on...
$9.99
Machine Learning: Classification
by Emily Fox , Carlos Guestrin- 4.7
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Approx. 21 hours to complete
Decision Trees Predicting loan defaults with decision trees Intuition behind decision trees Task of learning decision trees from data Making predictions with decision trees Multiclass classification with decision trees Recap of decision trees Identifying safe loans with decision trees Implementing binary decision trees Decision Trees Identifying safe loans with decision trees...
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Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
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Approx. 19 hours to complete
An Introduction to Decision Trees The Decision Tree Training Algorithm Decision Tree Hyperparameters Applying Decision Trees Decision Tree Lab Intro Decision Trees for Regression Extending Decision Trees Decision Tree Lab Decision Trees 1 Decision Trees 2...
Supervised Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
-Describe and use decision tree and tree-ensemble models K Nearest Neighbors Decision Boundary Decision Trees Introduction to Decision Trees Pros and Cons of Decision Trees Decision Trees Notebook - Part 1 Decision Trees Notebook - Part 2 Decision Trees Notebook - Part 3 Decision Trees Demo (Activity) Decision Trees Decision Trees Demo...
Supervised Machine Learning: Classification
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 11 hours to complete
-Describe and use decision tree and tree-ensemble models K Nearest Neighbors Decision Boundary Decision Trees Introduction to Decision Trees Pros and Cons of Decision Trees Decision Trees Notebook - Part 1 Decision Trees Notebook - Part 2 Decision Trees Notebook - Part 3 Decision Trees Demo (Activity) Decision Trees Decision Trees Demo...
