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Free: Byte-Sized-Chunks: Decision Trees and Random Forests

Free: Byte-Sized-Chunks: Decision Trees and Random Forests

38 Reviews
Free$40.00
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DescriptionInstructorImportant DetailsReviewsRelated Products

Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem

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LoonycornLoonycorn | An Ex-Google, Stanford, & Flipkart Team
4.3/5 Instructor Rating: ★ ★ ★ ★

Loonycorn is comprised of a couple of individuals —Janani Ravi and Vitthal Srinivasan—who have honed their tech expertise at Google and Stanford. The team believes it has distilled the instruction of complicated tech concepts into funny, practical, engaging courses, and is excited to be sharing its content with eager students.

Description

Decision trees and random forests are two intuitive and extremely effective Machine Learning techniques that allow you to better predict outcomes from a selected input. Both methods are commonly used in business, and knowing how to implement them can put you ahead of your peers. In this course, you'll learn these techniques by exploring a famous (but morbid) Machine Learning problem: predicting the survival of a passenger on the Titanic.

  • Access 19 lectures & 4.5 hours of content 24/7
  • Design & implement a decision tree to predict survival probabilities aboard the Titanic
  • Understand the risks of overfitting & how random forests help overcome them
  • Identify the use-cases for decision trees & random forests
  • Use provided source code to build decision trees & random forests

Specs

Important Details

  • Length of time users can access this course: lifetime
  • Access options: web streaming
  • Certification of completion not included
  • Redemption deadline: redeem your code within 30 days of purchase
  • Experience level required: all levels
  • Have questions on how digital purchases work? Learn more here

Requirements

  • Internet access

Terms

  • Unredeemed licenses can be returned for store credit within 30 days of purchase. Once your license is redeemed, all sales are final.
38 Reviews
4.6/ 5
All reviews are from verified purchasers collected after purchase.
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Gerardo Sierra

Verified Buyer

It really helps in the decision making process, maybe the only problem is that it takes time to input every thin into it, but I thinks that's part of the beauty of it, for some decision you really need to take your time and this helps a lot.

Nov 24, 2022
ND

Nicholas DeLillo

Verified Buyer

Didn't know much about decision trees, but this was helpful. I know more than what I started with and it is a good beginning class.

Jun 9, 2022
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komal rizwan

Verified Buyer

One of the best courses on the topic i've come across to date. I would recommend this to my friends.

Aug 6, 2021
RG

Robert Geiser

Verified Buyer

IndieGameBundles is doing the Lord GabeN's work providing us free content to improve our knowledge base! :)

Mar 25, 2021
BN

Binoy Nirmal

Verified Buyer

The course is really well designed. Even a beginner to data science can understand the subject with minimal effort. Whether it is decision trees or random forests,you'd find it hard to find a better introductory course for total beginners.

Feb 24, 2021
AW

Arthur Weisser

Verified Buyer

The ability to learn without a time constraint and private lessons are a bonus to me and I would recommend it.

Feb 14, 2021
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