KDnuggets

JANUARY 16, 2020

This post is about fast-tracking the study and explanation of tree concepts for the data scientists so that you breeze through the next time you get asked these in an interview.

Data Science 336

Data Science Algorithm Data Scientist Decision Trees 336

KDnuggets

JANUARY 20, 2020

Also: Top 9 Mobile Apps for Learning and Practicing Data Science; Classify A Rare Event Using 5 Machine Learning Algorithms; The Future of Machine Learning; The Book to Start You on Machine Learning.

Decision Trees 167

Decision Trees Algorithm Machine Learning Machine Learning 167

Data Science Dojo

MAY 27, 2024

Released in 2020, AlphaFold leverages deep learning algorithms to accurately predict the 3D structure of proteins from their amino acid sequences, outperforming traditional methods by a significant margin.

K-nearest Neighbors 338

K-nearest Neighbors Supervised Learning AI AI 338

Data Science Dojo

AUGUST 16, 2023

2020: LLMs are used to create even more powerful models such as GPT-3. Interpretability: Transformer models are not as interpretable as other machine learning models, such as decision trees and logistic regression. publish the paper “Attention is All You Need”, which introduces the transformer model.

Natural Language Processing 195

Natural Language Processing Decision Trees Deep Learning Deep Learning 195

Data Science Dojo

AUGUST 16, 2023

2020: LLMs are used to create even more powerful models such as GPT-3. Interpretability: Transformer models are not as interpretable as other machine learning models, such as decision trees and logistic regression. publish the paper “Attention is All You Need”, which introduces the transformer model.

Natural Language Processing 195

Natural Language Processing Decision Trees Deep Learning Deep Learning 195

Heartbeat

SEPTEMBER 13, 2023

The " Decision Tree " is a popular example of the rule-based model that offers interpretable insights into how the model arrives at its decisions. Decision trees can be trained and visualized in rule-based explanations to reveal the underlying decision logic. References Castillo, D. Russell, C. &

Machine Learning 52

Machine Learning Machine Learning AI AI 52

DataRobot

JUNE 17, 2021

Instead of a predefined model structure– such as a linear model, neural network activation functions, or successive decision tree splits– Eureqa generates novel, specialized mathematical formulas, much like a physicist would write to describe the laws of nature. What Makes Eureqa Models Different from other Models.

Machine Learning 52

Machine Learning Machine Learning Decision Trees Algorithm 52