Image Classification Using Resnet-50 Deep Learning Model

Analytics Vidhya

Introduction In this article, we will train a classification model which uses the feature extraction + classification principle, i.e., firstly, we extract relevant features from an image and then use these feature vectors in machine learning classifiers to perform the final classification.

Dropout Regularization in Deep Learning

Analytics Vidhya

The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya. Beginner Deep Learning Python Technique blogathon data regularization deep learningThis article was published as a part of the Data Science Blogathon.

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Deep Learning Vision: Digitizing the World

Analytics Vidhya

Introduction The body of knowledge and practice known as Deep Learning gives us a way to understand patterns, quantify relationships, and predict the future. Deep Learning helps us understand the world. Deep learning can show these connections and possibilities. […].

Understanding Loss Function in Deep Learning

Analytics Vidhya

Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […].

How to Evaluate ASR Solution Brief

There is a fundamental difference between 1st generation, 2nd generation, and modern-day ASR solutions that use 100% deep learning technology. Get the information you need to ensure your evaluation experience yields the data you need to make your purchasing decision.

Search Engines Using Deep Learning

Analytics Vidhya

The post Search Engines Using Deep Learning appeared first on Analytics Vidhya. Beginner Deep Learning NLP blogathon deep learning Search EnginesThis article was published as a part of the Data Science Blogathon.

A Beginner’s Guide to Deep Learning Algorithms

Analytics Vidhya

Introduction to Deep Learning Algorithms The goal of deep learning is to create models that have abstract features. The post A Beginner’s Guide to Deep Learning Algorithms appeared first on Analytics Vidhya.

Building a Brain Tumor Classifier using Deep Learning

Analytics Vidhya

Introduction Deep learning has paved its roots much more decisively in our daily lives. Similarly, deep learning has also evolved in […]. The post Building a Brain Tumor Classifier using Deep Learning appeared first on Analytics Vidhya.

Landmark Detection with Deep Learning

Analytics Vidhya

The post Landmark Detection with Deep Learning appeared first on Analytics Vidhya. Advanced Deep Learning Image Image Analysis Python blogathon dataset deep learning keras landmark detection

Building a Deep Learning Image Classifier with Keras using R

Analytics Vidhya

Introduction An important application of deep learning and artificial intelligence is image classification. The post Building a Deep Learning Image Classifier with Keras using R appeared first on Analytics Vidhya.

A Quick Overview of Deep Learning

Analytics Vidhya

The post A Quick Overview of Deep Learning appeared first on Analytics Vidhya. Artificial Intelligence Data Science Deep Learning Intermediate Python Data Nodes deep learning Neural network Supervised Learning unsupervised learning

Generic ASR Will Never Be Accurate Enough for Conversational AI

What type of ASR is able to be tailored to your Conversational AI? It is an End to End Deep Learning ASR. This type of ASR can be trained with your audio data to make sure the intent is captured and the transcription is accurate for your use case. It can also be continually trained and improved to gain more accuracy and focus. Read this eBook to find out how a Conversational Al system determines the intent of the conversation and focuses on the important words.

Guide to Audio Classification Using Deep learning

Analytics Vidhya

Introduction One of the most widely used applications in Deep Learning is Audio classification, in which the model learns to classify sounds based on audio features. The post Guide to Audio Classification Using Deep learning appeared first on Analytics Vidhya.

Implementing Audio Classification Project Using Deep Learning

Analytics Vidhya

Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. The post Implementing Audio Classification Project Using Deep Learning appeared first on Analytics Vidhya.

Neural Networks and Deep Learning with Python

Analytics Vidhya

In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […]. The post Neural Networks and Deep Learning with Python appeared first on Analytics Vidhya.

Brief Introduction to Tensorflow for Deep Learning

Analytics Vidhya

Source: Reference 1 Introduction Tensorflow is a popular open-source machine learning framework developed by Google. It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks.

Deep Learning vs Machine Learning for Regression

Analytics Vidhya

Introduction Deep learning is the subfield of machine learning which uses a set of neurons organized in layers. A deep learning model consists of three layers: the input layer, the output layer, and the hidden layers.

Introductory note on Deep Learning

Analytics Vidhya

Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever learn it. The post Introductory note on Deep Learning appeared first on Analytics Vidhya.

DataHour: Deploying Deep Learning Model to Production using FastAPI & Docker

Analytics Vidhya

Dear readers, Are you ready to learn some additional data science this weekend? In this edition of DataHour, learn to deploy a deep learning model in production. Analytics Vidhya Announcement DataHour deploying deep learning

A Comprehensive Guide on Deep Learning Optimizers

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. Any deep learning model tries to […].

Deep Learning to Create your Emoji

Analytics Vidhya

Overview for Deep Learning for Emojis Nowadays, we are using several emojis or avatars to show our moods or feelings. The post Deep Learning to Create your Emoji appeared first on Analytics Vidhya. Advanced Deep Learning Python blogathon deep learning emojis emoticons

Introduction to Deep Learning in Julia

Analytics Vidhya

The post Introduction to Deep Learning in Julia appeared first on Analytics Vidhya. Advanced Deep Learning Julia Deep Learning with Julia

Breast Cancer Classification: Using Deep Learning

Analytics Vidhya

The post Breast Cancer Classification: Using Deep Learning appeared first on Analytics Vidhya. Classification Deep Learning Healthcare Intermediate Object Detection Python Unstructured Data blogathon classification CNN deep learning

Evolution of TPUs and GPUs in Deep Learning Applications

Analytics Vidhya

Introduction This article will briefly discuss some research papers using Graphic Processing Units and Tensor Processing Units in Deep Learning applications. The post Evolution of TPUs and GPUs in Deep Learning Applications appeared first on Analytics Vidhya.

Do Tree-based Models Outperform Deep Learning Models on Tabular Data?

Analytics Vidhya

The post Do Tree-based Models Outperform Deep Learning Models on Tabular Data? Beginner Deep Learning blogathon deep learning TABULAR DATA

Age and Gender Detection Using Deep Learning

Analytics Vidhya

The post Age and Gender Detection Using Deep Learning appeared first on Analytics Vidhya. Advanced Computer Vision Deep Learning Project Python Unstructured Data blogathon deep learning python

Is there any need of Deep Learning?

Analytics Vidhya

The post Is there any need of Deep Learning? Advanced Deep Learning blogathon deep learningArticleVideo Book This article was published as a part of the Data Science Blogathon. Humans should be worried about the threat posed by artificial intelligence.

Exploring Deep Learning Libraries – Keras

Analytics Vidhya

The post Exploring Deep Learning Libraries – Keras appeared first on Analytics Vidhya. Advanced Deep Learning Libraries Programming Python blogathon deep learning keras library

Visualize Deep Learning Models using Visualkeras

Analytics Vidhya

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data.

COVID-19: A Medical diagnosis using Deep Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The ongoing global pandemic called COVID-19 is caused by SARS-COV-2, The post COVID-19: A Medical diagnosis using Deep Learning appeared first on Analytics Vidhya.

COVID-19 Safety Protocol Tracker Using Deep Learning

Analytics Vidhya

The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. Algorithm Datasets Deep Learning blogathon deep learning people tracker model social distancing detection model

A Comprehensive Guide on Deep learning for Computer vision

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks. The post A Comprehensive Guide on Deep learning for Computer vision appeared first on Analytics Vidhya.

A Guide on Deep Learning: From Basics to Advanced Concepts

Analytics Vidhya

In this guide, we will cover basic as well as advanced topics involved in Deep Learning. This guide will help you in gaining confidence in the concepts of Deep Learning. The post A Guide on Deep Learning: From Basics to Advanced Concepts appeared first on Analytics Vidhya.

Deep learning model to predict mRNA Degradation

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Designing a deep learning model that will predict degradation rates at each base of an RNA molecule using the Eterna dataset comprising over 3000 RNA molecules.

TensorFlow 2.0 Tutorial for Deep Learning

Analytics Vidhya

TensorFlow 2.0 – a Major Update for the Deep Learning Community Just when I thought TensorFlow’s market share would be eaten by the emergence. Tutorial for Deep Learning appeared first on Analytics Vidhya. TensorFlow Deep Learning

Sentiment Analysis with NLP & Deep Learning

Analytics Vidhya

Source: Author, Paint Introduction The main idea of this article is to help you all understand the concept of Sentiment Analysis Deep Learning & NLP. The post Sentiment Analysis with NLP & Deep Learning appeared first on Analytics Vidhya.

Web Traffic Forecasting Using Deep Learning

Analytics Vidhya

The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya. Deep Learning Intermediate Project Python Structured Data Time Series Forecasting blogathon CNN deep learning web traffic

Tensorflow- An impressive deep learning library!

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Introduction Tensorflow (hereinafter – TF) is a fairly young framework for deep machine learning, being developed in Google Brain. The post Tensorflow- An impressive deep learning library!

A Basic Introduction to Tensorflow in Deep Learning

Analytics Vidhya

Introduction The Tensorflow framework is an open end-to-end machine learning platform. It’s a symbolic math toolkit that integrates data flow and differentiable programming to handle various tasks related to deep neural network training and inference.

A Basic Introduction to Activation Function in Deep Learning

Analytics Vidhya

The post A Basic Introduction to Activation Function in Deep Learning appeared first on Analytics Vidhya. Beginner Deep Learning Python activation function blogathon CNN deep learningThis article was published as a part of the Data Science Blogathon.

Understanding Transfer Learning for Deep Learning

Analytics Vidhya

This article was published as a part of the Data Science Blogathon Overview What is Transfer Learning and it’s Working How Transfer Learning Works Why Should You Use Transfer Learning? Advanced Deep Learning Python blogathon transfer learning

How to Train a Deep Learning Model for Image Segmentation

DataFloq

Image segmentation is a great way to improve your deep learning models. Deep learning has revolutionized the field of image segmentation. This blog post will explore how to train a deep learning model for image segmentation.

An Overview of Deep Belief Network (DBN) in Deep Learning

Analytics Vidhya

A Deep Belief Network (DBN) is a sophisticated generative model that employs a deep architecture. In this article, we are going to learn all about it. After reading this article, you will have a better understanding of what a Deep Belief Network is, how […].