Machine Learning With Random Forests: Python in Excel Tutorial (Free Files)

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Machine learning with the random forest algorithm is the perfect place to start your data science journey!
This tutorial video will teach you how the random forest algorithm works and how to train random forest models using Python in Excel.
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VIDEO CHAPTERS
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00:00 Intro
01:48 Decision Tree Variance
07:23 Real-World Decision Trees
08:47 Random Forests Are Ensembles
10:04 Manufacturing Independence
11:10 Bagging
17:21 Feature Randomization
22:01 The Dataset
24:20 Preparing the Data
28:08 Training a Random Forest
33:30 Analyzing OOB Predictions
#pythoninexcel #pythonexcel #pythonforexcel

[@jacobmaguffee7300]

Love the videos David! Particularly the structure, delivery, and visual aids.

[@DaveOnData]

Thank you so much for taking the time to provide this feedback! So glad you enjoyed the content.

[@michaelt312]

Another great video. Here for the algorithm.

[@DaveOnData]

@michaelt312 - As always, your support for the channel is greatly appreciated!

[@Hae3ro]

great video, how do i create a table to test the prediction?

[@DaveOnData]

@Hae3ro - If I understand the question, the easiest way is to create a worksheet containing your test data.