Becoming Human

MAY 9, 2024

Use Cases of NLP Data Labeling in Finance Labeled data is used to train machine learning models, creating a better scope for supervised learning. Using this data, financial analysts and organizations can make informed decisions. As we get better data usability with NLP labeling, the number of applications increases.

Natural Language Processing 52

Natural Language Processing Artificial Intelligence Artificial Intelligence Machine Learning 52

Becoming Human

AUGUST 15, 2023

Logistic regression is a type of supervised learning algorithm. My research focuses on developing robust deep learning models for solving computer vision problems. In this blog, we will break down the concept of logistic regression and explain it as simply as possible. What is Logistic Regression?

Machine Learning 52

Machine Learning Machine Learning Algorithm Data Science 52

Becoming Human

MAY 11, 2023

ChatGPT was trained using a process called unsupervised learning, which means that it was not given specific instructions on how to interpret the data. Instead, the model was left to find its own patterns and relationships within the data, using a process known as self-supervised learning.

Artificial Intelligence 83

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 83

Becoming Human

MARCH 16, 2023

In this series, we will learn how to connect images and texts using a zero-shot classifier with hands-on examples. Here is part 2-Understanding zero-shot learning with clip model.

Deep Learning 127

Deep Learning Deep Learning Supervised Learning Machine Learning 127

Becoming Human

MARCH 16, 2023

Unlike supervised and semi-supervised learning algorithms that can identify patterns only in structured data, DL models are capable of processing vast volumes of unstructured data and make more advanced predictions with little supervision from humans. Originally published at [link] on January 27, 2023.

AI 139

AI AI Artificial Intelligence Artificial Intelligence 139

Becoming Human

MAY 15, 2023

The two most common types of supervised learning are classification , where the algorithm predicts a categorical label, and regression , where the algorithm predicts a numerical value.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

BAIR

APRIL 6, 2023

The use of human teleoperation as a fallback mechanism is increasingly popular in modern robotics companies: Waymo calls it “fleet response,” Zoox calls it “TeleGuidance,” and Amazon calls it “continual learning.”

Algorithm 98

Algorithm Artificial Intelligence Artificial Intelligence Supervised Learning 98