Hands-On to Model Validation and Regularization in Deep Learning using TensorFlow

Hands-On to Model Validation and Regularization in Deep Learning using TensorFlow

Hands-On to Model Validation and Regularization in Deep Learning using TensorFlow. Introduction  The practice of machines to assimilate information via the paradigm of supervised learning algorithms has revolutionized several tasks like sequence generation, natural language processing and even computer vision.

*Introduction *

The practice of machines to assimilate information via the paradigm of supervised learning algorithms has revolutionized several tasks like sequence generation, natural language processing and even computer vision.

This approach is based on utilizing a dataset which has a set of input features and a corresponding set of labels. The machine then uses this information present in the form of features and labels to learn the distribution and patterns of the data to make statistical predictions on unseen inputs. A paramount step in designing deep learning models is evaluating the model performance, especially on new and unseen data points.

The key goal is to develop models that generalize beyond the data that they were trained on. We want models that can make good and reliable predictions in the real world. An important concept that helps us with this is model validation and regularization which we will cover today.

artificial intelligence

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Start a Career in Machine Learning and Artificial Intelligence

Enroll now at best Artificial Intelligence training in Noida, - the best Institute in India for Artificial Intelligence Online Training Course and Certification.

7 Ways Artificial Intelligence Can Help Make Your Time at Home

Enroll now at best Artificial Intelligence training in Noida, - the best Institute in India for Artificial Intelligence Online Training Course and Certification.

How Artificial Intelligence Is Reshaping the IT Industry

Artificial Intelligence has powerfully penetrated the way we live. It doesn’t only change the way we work but also reshaped how we used to live. Speaking of AI, it is one of the most interesting technologies that we’ve ever encountered.

AI Innovations in Artificial Intelligence

Innovations in Artificial Intelligence - Various sectors in which AI is remarkably used & has brought changes in humanity - Education, Healthcare,automobile

How To Start A Career In Artificial Intelligence In 2021

The average annual salaries of machine learning engineers and data scientists are much higher than DevOps engineers, software engineers and web developers. In here, you'll know how to start a career in artificial intelligence in 2021