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Machine Learning Under the Hood: The Technical Tips, Tricks, and Pitfalls
by Eric Siegel- 4.8
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Approx. 17 hours to complete
It covers the foundational underpinnings, the way insights are gleaned from data, how we can trust these insights are reliable, and how well predictive models perform – which can be established with pretty straightforward arithmetic. Ensemble models and the Netflix Prize Machine bias I: the conundrum of inequitable models Machine bias II: visualizing why models are inequitable...
Robotics: Perception
by Kostas Daniilidis , Jianbo Shi- 4.4
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Approx. 33 hours to complete
RANSAC: Random Sample Consensus I RANSAC: Random Sample Consensus II...
Bayesian Methods for Machine Learning
by Daniil Polykovskiy , Alexander Novikov- 4.5
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Approx. 33 hours to complete
When applied to deep learning, Bayesian methods allow you to compress your models a hundred folds, and automatically tune hyperparameters, saving your time and money. Latent Variable Models Latent Variable Models and EM algorithm...
Machine Learning Algorithms: Supervised Learning Tip to Tail
by Anna Koop- 4.7
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Approx. 9 hours to complete
Scikitlearn documentation for random forests (Optional) Contrasting Models Testing your models...
Data Science & Deep Learning for Business™ 20 Case Studies
by Rajeev D. Ratan- 4.2
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20 hours on-demand video
Machine Learning from Linear Regressions (polynomial & multivariate), K-NNs, Logistic Regressions, SVMs, Decision Trees & Random Forests Deploy your Machine Learning Models on the cloud using AWS...
$9.99
Python: A-Z Artificial Intelligence with Python: 5-in-1
by Packt Publishing- 3.9
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8.5 hours on-demand video
You will then build a classifier using random forests....
$11.99
Weight Loss And Nutrition: Lose Fat & Get Your Dream Body
by Felix Harder- 4.6
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2.5 hours on-demand video
My Weight Loss & Nutrition Course is not some random fad diet that tells you which foods you should and shouldn't eat. How To Use Role Models For Faster Weight Loss...
$19.99
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Data Science A-Z : Machine Learning with Python & R
by Arpan Gupta- 4.1
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12.5 hours on-demand video
Random Forest...
$12.99
Network Dynamics of Social Behavior
by Damon Centola- 4.6
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Approx. 5 hours to complete
- explain how computer models are used to study challenging social problems 4 Types of Networks: Random Graph 4 Threshold Models in Networks...
Basic Statistics
by Matthijs Rooduijn , Emiel van Loon- 4.6
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Approx. 27 hours to complete
10 Independence between random events 01 Random variables and probability distributions 03 The mean of a random variable 04 Variance of a random variable Mean and variance of a random variable...
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