Analytics Vidhya

JANUARY 29, 2024

Introduction In the world of deep learning, where data is often less, the role of data augmentation has become very important. We use methods like turning images or flipping them to make our model learn better. But our datasets are becoming more complicated. That’s where data augmentation steps in.

Deep Learning 304

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Analytics Vidhya

AUGUST 1, 2022

The post Do Tree-based Models Outperform Deep Learning Models on Tabular Data? This article was published as a part of the Data Science Blogathon. Source: Canva Introduction After looking at the progress […]. appeared first on Analytics Vidhya.

Deep Learning 358

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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. The purpose of […].

Deep Learning 360

Deep Learning Modeling Data Science Analytics 360

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.

Deep Learning 392

Deep Learning Modeling Data Science Publishing 392

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 […].

Deep Learning 295

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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.

Deep Learning 268

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Analytics Vidhya

MARCH 17, 2021

ArticleVideo Book Introduction Deep learning is ubiquitous – whether it’s Computer Vision applications or breakthroughs in the field of Natural Language Processing, we are. The post Improving your Deep Learning model using Model Checkpointing- Part 1 appeared first on Analytics Vidhya.

Deep Learning 335

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Analytics Vidhya

FEBRUARY 16, 2023

Introduction You must have noticed that for training a very heavy deep learning model, you required a GPU which is mostly available at a very high cost.

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Analytics Vidhya

MAY 15, 2022

This article was published as a part of the Data Science Blogathon Introduction- Hyperparameters in a neural network A deep neural network consists of multiple layers: an input layer, one or multiple hidden layers, and an output layer. In order to develop any deep learning model, one must decide on the most optimal values of […].

Deep Learning 265

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Analytics Vidhya

MARCH 1, 2024

One solution […] The post Building a Deep Learning-based Food Quality Detector appeared first on Analytics Vidhya. Customers expect fresh food; if they receive spoiled items, they appreciate a refund or discount voucher. However, manually determining food freshness is cumbersome for customers and company staff.

Deep Learning 292

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Analytics Vidhya

MAY 21, 2021

Introduction In this work, we present the relationship of model. The post Traditional vs Deep Learning Classification Models | An Empirical Study! ArticleVideo Book This article was published as a part of the Data Science Blogathon 1. appeared first on Analytics Vidhya.

Deep Learning 391

Deep Learning Modeling Data Science Publishing 391

Analytics Vidhya

JANUARY 17, 2024

Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

Deep Learning 313

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Analytics Vidhya

MARCH 29, 2020

Can you fool your deep learning model? What does lying to your deep learning model even entail? The post Can you Lie to your Deep Learning Model? This question we’re sure most of you. appeared first on Analytics Vidhya.

Deep Learning 310

Deep Learning Modeling Analytics Machine Learning 310

Analytics Vidhya

OCTOBER 12, 2021

The post Deep Learning based Malaria Detection Model for Beginners appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Overview Malaria is a significant burden on our healthcare system and it is the major cause of death in many developing countries. Therefore, early […].

Deep Learning 322

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Analytics Vidhya

MARCH 18, 2024

These sudden ejections of energy from the sun’s surface can cause disturbances in our satellites, GPS communications, and […] The post How Can Deep Learning Be Applied to Predict Solar Flares? .” These solar flares have made our scientists and astronomers wonder for decades now. appeared first on Analytics Vidhya.

Deep Learning 279

Deep Learning Analytics Modeling 279

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. […].

Deep Learning 388

Deep Learning Machine Learning Data Science Publishing 388

Analytics Vidhya

MARCH 2, 2020

Learn about deploying deep learning models using TensorFlow Serving How to handle post-deployment challenges like swapping between different versions of models using TensorFlow Serving. The post TensorFlow Serving: Deploying Deep Learning Models Just Got Easier!

Deep Learning 392

Deep Learning Modeling Analytics Unstructured Data 392

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 […].

Deep Learning 368

Deep Learning Machine Learning Data-driven Data Science 368

Analytics Vidhya

MAY 30, 2021

The post Develop your first Deep Learning Model in Python with Keras appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction An artificial Neural Network is a sub-field of Artificial Intelligence.

Deep Learning 391

Deep Learning Modeling Data Science Publishing 391

Analytics Vidhya

APRIL 19, 2024

Introduction Embark on a thrilling journey into the domain of Convolutional Neural Networks (CNNs) and Skorch, a revolutionary fusion of PyTorch’s deep learning prowess and the simplicity of scikit-learn. Join us […] The post Train PyTorch Models Scikit-learn Style with Skorch appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 28, 2023

Their revolutionary approach utilizes explainable deep learning to identify compounds capable of combating […] The post Deep Learning Used to Discover Antibiotics to Combat Drug-Resistant Bacteria appeared first on Analytics Vidhya.

Deep Learning 292

Deep Learning Analytics Modeling 292

Analytics Vidhya

SEPTEMBER 20, 2022

Introduction to Deep Learning Algorithms The goal of deep learning is to create models that have abstract features. This is accomplished by building models composed of many layers in which higher layers interpret the input while lower layers abstract the details. As we train […].

Deep Learning 291

Deep Learning Data Science Publishing Modeling 291

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.

Deep Learning 356

Deep Learning Modeling Analytics IT 356

Analytics Vidhya

MARCH 10, 2021

ArticleVideo Book Objective Image augmentation is an efficacious technique when we don’t have an ample amount of data for training a deep learning model. The post Image Augmentation Techniques for Training Deep Learning Models appeared first on Analytics Vidhya.

Deep Learning 213

Deep Learning Modeling Analytics 213

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 […].

Deep Learning 314

Deep Learning Data Science Publishing Modeling 314

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.

Deep Learning 393

Deep Learning Data Science Publishing Modeling 393

Analytics Vidhya

MARCH 18, 2021

ArticleVideo Book Introduction In the last article, we understood the model checkpointing technique, which can be used in order to monitor the model performance. The post Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2 appeared first on Analytics Vidhya.

Deep Learning 215

Deep Learning Modeling Analytics 215

Analytics Vidhya

OCTOBER 30, 2021

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? The post Understanding Transfer Learning for Deep Learning appeared first on Analytics Vidhya.

Deep Learning 375

Deep Learning Data Science Publishing Modeling 375

Analytics Vidhya

APRIL 14, 2023

Introduction Fashion has not received much attention in AI, including Machine Learning, Deep Learning, in different sectors like Healthcare, Education, and Agriculture. This is because fashion is not considered a critical field; consider this a fun project!

Deep Learning 300

Deep Learning Machine Learning Analytics IT 300

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 […].

Deep Learning 306

Deep Learning Machine Learning Data Science Publishing 306

Analytics Vidhya

FEBRUARY 13, 2020

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. The post Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya.

Deep Learning 353

Deep Learning Modeling Analytics Unstructured Data 353

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.

Deep Learning 364

Deep Learning Data Science Publishing Analytics 364

Analytics Vidhya

DECEMBER 21, 2023

As a result, there’s a big push to find better ways to check who’s […] The post The Deep Learning Revolution in Facial Recognition for Secure Login Systems appeared first on Analytics Vidhya. Traditional ways of logging in, like using a username and password, are not always secure enough.

Deep Learning 279

Deep Learning Measurement Analytics Modeling 279

Analytics Vidhya

SEPTEMBER 9, 2021

This article was published as a part of the Data Science Blogathon Introduction Hello everyone, in this article we will pick the use case of sequence modelling, which is time series forecasting. The post Web Traffic Forecasting Using Deep Learning appeared first on Analytics Vidhya.

Deep Learning 359

Deep Learning Forecasting Sales Data Science 359

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.

Deep Learning 338

Deep Learning Data Science Publishing Modeling 338

Analytics Vidhya

OCTOBER 7, 2021

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. A deep learning model consists of activation function, input, output, hidden layers, loss function, etc.

Deep Learning 312

Deep Learning Optimization Machine Learning Data Science 312

Analytics Vidhya

NOVEMBER 3, 2021

Overview Keras is a Python library including an API for working with neural networks and deep learning frameworks. Keras includes Python-based methods and components for working with various Deep Learning applications. Models Explaining Deep […]. source: keras.io

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Deep Learning Data Science Publishing Modeling 345