Machine Learning (Theory)

MARCH 5, 2025

As an example, the speech recognition community spent decades focusing on Hidden Markov Models at the expense of other architectures, before eventually being disrupted by advancements in deep learning. Support Vector Machines were disrupted by deep learning, and convolutional neural networks were displaced by transformers.

AI 157

AI AI Support Vector Machines Deep Learning 157

How to Learn Machine Learning

DECEMBER 15, 2024

Deep Learning Specialization Developed by deeplearning.ai Sale Why Machines Learn: The Elegant Math Behind Modern AI Hardcover Book Ananthaswamy, Anil (Author) English (Publication Language) 480 Pages - 07/16/2024 (Publication Date) - Dutton (Publisher) Buy on Amazon 3.

Machine Learning 52

Machine Learning Machine Learning Deep Learning Deep Learning 52

Mlearning.ai

JUNE 14, 2023

I used this foolproof method of consuming the right information and ended up publishing books , artworks , Podcasts and even an LLM powered consumer facing app ranked #40 on the app store. I have been going through various training modules, including this one by Google Cloud and this one by Databricks and other learning paths.

Natural Language Processing 52

Natural Language Processing ML ML Support Vector Machines 52

AWS Machine Learning Blog

FEBRUARY 25, 2025

Services class Texts belonging to this class consist of explicit requests for services such as room reservations, hotel bookings, dining services, cinema information, tourism-related inquiries, and similar service-oriented requests. The previous visualization of the embeddings space displayed only a 2D transformation of this space.

Algorithm 85

Algorithm Machine Learning Machine Learning K-nearest Neighbors 85

Heartbeat

FEBRUARY 15, 2024

In the ever-evolving realm of artificial intelligence, computer vision is a crucial discipline that enables machines to interpret and glean insights from visual data. This learning process enables the system to make accurate predictions. One such powerful approach that has proven its worth is the Histogram of Oriented Gradients (HOG).

Deep Learning 40

Deep Learning Deep Learning Support Vector Machines ML 40

Dataconomy

FEBRUARY 24, 2023

@techroastshow Don’t even bother learning to code #ai #chatgpt #techbro #techie #softwareengineer #siliconvalley #seattle #sanfrancisco #bayarea #comedy #funny #fypシ゚viral ♬ original sound – socially inept The effects of Artificial Intelligence in everyday life are rising, whether we are aware of it or not.

Artificial Intelligence 91

Artificial Intelligence Artificial Intelligence AI AI 91

PyImageSearch

SEPTEMBER 16, 2024

Supervised Learning These methods require labeled data to train the model. The model learns to distinguish between normal and abnormal data points. For example, in fraud detection, SVM (support vector machine) can classify transactions as fraudulent or non-fraudulent based on historically labeled data.

Clustering 57

Clustering Algorithm Machine Learning Machine Learning 57