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. How does Zero-Shot Learning work? Unseen Classes: These are the data classes on which the existing deep model needs to generalize.

Deep Learning 127

Deep Learning Deep Learning Supervised Learning Machine Learning 127

Becoming Human

MARCH 16, 2023

Since the advent of deep learning in the 2000s, AI applications in healthcare have expanded. Machine Learning Machine learning (ML) focuses on training computer algorithms to learn from data and improve their performance, without being explicitly programmed. A few AI technologies are empowering drug design.

AI 139

AI AI Artificial Intelligence Artificial Intelligence 139

Becoming Human

MAY 11, 2023

Machine Learning and Deep Learning One of the key components of the development of ChatGPT is machine learning. Machine learning is a process that involves training artificial neural networks with large amounts of data so that they can learn to recognize patterns and make predictions based on that data.

Artificial Intelligence 83

Artificial Intelligence Artificial Intelligence Natural Language Processing Machine Learning 83

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. Things to be learned: Ensemble Techniques such as Random Forest and Boosting Algorithms and you can also learn Time Series Analysis.

Data Science 75

Data Science Machine Learning Machine Learning Database 75

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

BAIR

APRIL 6, 2023

These robots use recent advances in deep learning to operate autonomously in unstructured environments. By pooling data from all robots in the fleet, the entire fleet can efficiently learn from the experience of each individual robot.

Algorithm 98

Algorithm Artificial Intelligence Artificial Intelligence Supervised Learning 98