Analytics Vidhya

JUNE 20, 2022

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. […].

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Analytics Vidhya

NOVEMBER 7, 2022

Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions. Deep learning has revolutionized many areas of […].

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Analytics Vidhya

AUGUST 11, 2022

The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya. Introduction When you go out to buy a shirt for yourself, you will not buy something which is very fit for your body because then if you eat pizza or biryani and if you become fat it will not be convenient you will […].

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Analytics Vidhya

JULY 25, 2022

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.

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Analytics Vidhya

FEBRUARY 25, 2022

The post Search Engines Using Deep Learning appeared first on Analytics Vidhya. An end-to-end guide on building Information Retrieval system using NLP […].

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Analytics Vidhya

APRIL 28, 2023

Machine learning algorithms or deep learning techniques have proven valuable in survival prediction rates, offering insights that can help guide treatment plans and prioritize resources.

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Analytics Vidhya

JANUARY 12, 2022

It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks. Instead of building machine learning and deep learning […]. The post Brief Introduction to Tensorflow for Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 20, 2022

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. As we train […].

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Analytics Vidhya

FEBRUARY 25, 2023

ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 30, 2023

Introduction Machine Learning and Deep Learning models are often created and run either in the Jupyter notebook or in IDE. These […] The post Deploying Deep Learning Model Using Tkinter and Pyinstaller appeared first on Analytics Vidhya.

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Analytics Vidhya

FEBRUARY 24, 2023

Thanks […] The post Deep Learning in Banking: Colombian Peso Banknote Detection appeared first on Analytics Vidhya. This process could be time-consuming for everyday business professionals and individuals dealing with cash. This calls for a need to achieve this goal via automation.

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Analytics Vidhya

SEPTEMBER 20, 2022

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. We will […].

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Analytics Vidhya

NOVEMBER 25, 2021

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. This article was published as a part of the Data Science Blogathon. They act as nonverbal cues of humans.

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Analytics Vidhya

DECEMBER 28, 2021

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. Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications.

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Analytics Vidhya

AUGUST 31, 2022

Introduction Deep learning is a branch of Machine learning where higher levels of features from the data can be extracted using an Artificial neural network inspired by the working of a neural system in the human body. The post Introduction to Neural Network in Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 2, 2022

The post Basics of CNN in Deep Learning appeared first on Analytics Vidhya. Convolutional Neural Networks also known as CNNs or ConvNets, are a type of feed-forward artificial neural network whose connectivity structure is inspired by the organization of the animal visual cortex.

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Analytics Vidhya

DECEMBER 3, 2021

The post Landmark Detection with Deep Learning appeared first on Analytics Vidhya. But we don’t remember their names. Most Indian people visit various temples but they always forget the names of these temples. […].

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Analytics Vidhya

JANUARY 24, 2022

Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever The post Introductory note on Deep Learning appeared first on Analytics Vidhya. whatever you’re doing if you don’t understand it?—?learn Because otherwise you’re going to be a dinosaur within 3 years.

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Analytics Vidhya

MARCH 16, 2022

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.

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Analytics Vidhya

MARCH 14, 2023

So […] The post CPU vs GPU: Why GPUs are More Suited for Deep Learning? With the advancement in technology, the processing systems have also advanced much, so knowing the right technology at the right time is necessary for efficient usage. appeared first on Analytics Vidhya.

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Analytics Vidhya

NOVEMBER 1, 2022

The post How to Make an Image Classification Model Using Deep Learning? Various robust AI Models have been made that perform far better than the human brain, like deepfake generation, image classification, text classification, etc. Companies are investing vast […]. appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 2, 2021

The post Introduction to Deep Learning in Julia appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Overview In the current scenario, the Data science field is dominated by Python/R but there is another competition added not so long ago, Julia!

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Analytics Vidhya

JULY 5, 2022

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.

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Analytics Vidhya

AUGUST 1, 2022

In this edition of DataHour, learn to deploy a deep learning model in production. The post DataHour: Deploying Deep Learning Model to Production using FastAPI & Docker appeared first on Analytics Vidhya. Brush up your skills with our industry expert Mohammad Shahebaz, Data Scientist at DataRobot.

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Analytics Vidhya

FEBRUARY 24, 2022

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. Deep learning offers several advantages over popular machine […].

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Analytics Vidhya

MARCH 8, 2022

Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data. Startups and commercial organizations alike are competing to use their valuable data for business growth and customer satisfaction with the help of deep learning […].

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Analytics Vidhya

APRIL 24, 2022

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. These can be used […].

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Analytics Vidhya

DECEMBER 29, 2021

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. Why do we need […].

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Analytics Vidhya

MARCH 3, 2022

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. It enables programmers to design machine learning applications utilising […].

Deep Learning 363

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Analytics Vidhya

MARCH 4, 2022

The post Audio Denoiser: A Speech Enhancement Deep Learning Model appeared first on Analytics Vidhya. Introduction As most of us are doing our jobs or attending school/college virtually, we often have to attend online meetings and we can’t expect each of our places to always be quiet.

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Analytics Vidhya

JUNE 21, 2021

The post Ensemble Deep Learning | An Ensemble of deep learning models! ArticleVideo Book This article was published as a part of the Data Science Blogathon Hello There, This blog has an example of an ensemble of. appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 30, 2021

When to use Transfer Learning Models That Have Been Pre-Trained The reuse of a previously learned model on a new problem is known as […]. The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

JUNE 9, 2021

The post Breast Cancer Classification: Using Deep Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Image by National Cancer Institute from Unsplash. Problem Statement Breast cancer.

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Analytics Vidhya

SEPTEMBER 4, 2021

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. The post Deep learning model to predict mRNA Degradation appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 9, 2021

The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya. Time series is all around us from predicting sales to predicting traffic and more. A simple example of time series is the amount of […].

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Analytics Vidhya

JUNE 2, 2022

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.

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