Data Science Dojo

DECEMBER 8, 2023

In the dynamic field of artificial intelligence, traditional machine learning, reliant on extensive labeled datasets, has given way to transformative learning paradigms. Source: Photo by Hal Gatewood on Unsplash In this exploration, we navigate from the basics of supervised learning to the forefront of adaptive models.

Supervised Learning 446

Supervised Learning Machine Learning Machine Learning Artificial Intelligence 446

Data Science Dojo

DECEMBER 8, 2023

Counting Shots, Making Strides: Zero, One and Few-Shot Learning Unleashed In the dynamic field of artificial intelligence, traditional machine learning, reliant on extensive labeled datasets, has given way to transformative learning paradigms. Welcome to the frontier of machine learning innovation!

Supervised Learning 195

Supervised Learning Machine Learning Machine Learning Artificial Intelligence 195

Dataconomy

MARCH 20, 2025

Backpropagation is a cornerstone of machine learning, particularly in the design and training of neural networks. It acts as a learning mechanism, continuously refining model predictions through a process that adjusts weights based on errors. Decision trees: Facilitate intuitive interpretability in machine learning models.

Predictive Analytics 91

Predictive Analytics Machine Learning Machine Learning Deep Learning 91

AWS Machine Learning Blog

DECEMBER 7, 2023

Getir was founded in 2015 and operates in Turkey, the UK, the Netherlands, Germany, and the United States. Amazon Forecast is a fully managed service that uses machine learning (ML) algorithms to deliver highly accurate time series forecasts. Getir is the pioneer of ultrafast grocery delivery.

AWS 131

AWS Algorithm Data Science Machine Learning 131

Towards AI

JULY 23, 2023

Semi-Supervised Sequence Learning As we all know, supervised learning has a drawback, as it requires a huge labeled dataset to train. In 2015, Andrew M. As supervised learning required huge datasets for image processing to train super-deep models, the scarcity of data became an issue.

Natural Language Processing 98

Natural Language Processing Supervised Learning Deep Learning Deep Learning 98

IBM Journey to AI blog

AUGUST 11, 2023

Machine learning (ML), a subset of artificial intelligence (AI), is an important piece of data-driven innovation. Machine learning engineers take massive datasets and use statistical methods to create algorithms that are trained to find patterns and uncover key insights in data mining projects. What is MLOps?

Data Science 68

Data Science Machine Learning Machine Learning ML 68

Snorkel AI

MARCH 1, 2023

Foundation Models (FMs), such as GPT-3 and Stable Diffusion, mark the beginning of a new era in machine learning and artificial intelligence. Foundation models are large AI models trained on enormous quantities of unlabeled data—usually through self-supervised learning. What is self-supervised learning?

Natural Language Processing 83

Natural Language Processing Supervised Learning Machine Learning Machine Learning 83