Transfer Learning

Learning Transfer Learning

Towards Data Science

Transfer learning is the process of using skills and knowledge, that have been learned in one situation to solve a different, related problem. Introduction This concept is commonly studied in the fie...

Transfer Learning!!

Analytics Vidhya

Transfer learning is a machine learning method where a model developed for a task is reused as the starting point for a model on a second task. It is a popular approach in deep learning where…

What is Transfer Learning? — Idiot Developer

Analytics Vidhya

Transfer Learning is a technique in machine learning where we reuse a pre-trained model to solve a different but related problem. It is one of the popular methods to train the deep neural network. It…...

The Ultimate Guide to Transfer Learning

Towards Data Science

Transfer learning is a widely used technique in the Machine Learning world, mostly in Computer Vision and Natural Language Processing. In this post, we will explain what it is in detail, when it…

How Transfer Learning works

Towards Data Science

Transfer Learning is the process of taking a pre-trained neural network and adapting the neural network to a new different dataset by transferring or repurposing the learned features. For example, we…...

What is Transfer Learning?

Towards Data Science

Transfer learning make use of the knowledge gained while solving one problem and applying it to a different but related problem. For example, knowledge gained while learning to recognize cars can be…

“Transfer Learning” in nutshell.

Analytics Vidhya

Building the perfect neural network is Empirical Process which takes bit of a time and experiences to achieve it. But, now a days the Transfer Learning made it way faster and less hectic. So, What is…...

Transfer Learning using a Pre-trained Model

Towards AI

Transfer learning is a research problem in machine learning that focuses on storing knowledge gained while solving one problem and applying it to a different but related problem. The traditional…

Transfer Learning — Part 1

Becoming Human: Artificial Intelligence Magazine

In this series, we will discuss Transfer Learning. Transfer Learning was a breakthrough in Artificial Intelligence which enables several other sectors in which collecting huge datasets was a problem…

Transfer Learning For Beginner

Towards Data Science

Benefits of Transfer Learning The key advantages of transfer learning are that it allows you to capitalize on the expertise already developed in pre-trained models, hence avoids training large models ...

Transfer Learning is the Most Important Tool You Need to Learn

Analytics Vidhya

You almost immediately learn about transfer learning when you take the fast.ai course. This is no mistake! Transfer learning gets you started in your deep learning journey quickly, building your ML ca...

Transfer Learning: The Highest Leverage Deep Learning Skill You Can Learn.

Towards Data Science

Transfer learning is an amazing way to speed up deep learning training. It helps solve complex problems with pre-existing knowledge.