Data Science Dojo

MAY 27, 2024

Released in 2018, Duplex garnered attention for its ability to handle real-world scenarios, such as making restaurant reservations, with remarkable accuracy and naturalness.

K-nearest Neighbors 338

K-nearest Neighbors Supervised Learning AI AI 338

Dataconomy

OCTOBER 5, 2023

Common choices include neural networks (used in deep learning), decision trees, support vector machines, and more. AI practitioners choose an appropriate machine learning model or algorithm that aligns with the problem at hand. With the model selected, the initialization of parameters takes place.

AI 136

AI AI Artificial Intelligence Artificial Intelligence 136

Data Science Dojo

AUGUST 16, 2023

2018: Transformer models achieve state-of-the-art results on a wide range of NLP tasks, including machine translation, text summarization, and question answering. Interpretability: Transformer models are not as interpretable as other machine learning models, such as decision trees and logistic regression.

Natural Language Processing 195

Natural Language Processing Decision Trees Deep Learning Deep Learning 195

Data Science Dojo

AUGUST 16, 2023

2018: Transformer models achieve state-of-the-art results on a wide range of NLP tasks, including machine translation, text summarization, and question answering. Interpretability: Transformer models are not as interpretable as other machine learning models, such as decision trees and logistic regression.

Natural Language Processing 195

Natural Language Processing Decision Trees Deep Learning Deep Learning 195

Chatbots Life

MAY 16, 2023

Simple chatbots without generative AI integration rely on pre-programmed responses and rule-based decision trees to guide their interactions with users. By integrating generative AI, chatbots can generate more natural and human-like responses, allowing for a more engaging and satisfying user experience.

AI 92

AI AI Natural Language Processing Artificial Intelligence 92

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. Russell, C. & & Watcher, S.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Mlearning.ai

APRIL 13, 2023

Gaussian kernels are commonly used for classification problems that involve non-linear boundaries, such as decision trees or neural networks. Laplacian Kernels Laplacian kernels, also known as Laplacian of Gaussian (LoG) kernels, are used in decision trees or neural networks like image processing for edge detection.

Machine Learning 52

Machine Learning Machine Learning Data Scientist Support Vector Machines 52