Analytics Vidhya

JANUARY 21, 2024

Introduction In the rapidly evolving field of data science, the demand for skilled professionals well-versed in deep learning is at an all-time high. Whether you are a seasoned data scientist […] The post Top 30 Deep Learning Interview Questions for Data Scientists appeared first on Analytics Vidhya.

Deep Learning 277

Deep Learning Data Science Analytics 277

Analytics Vidhya

NOVEMBER 18, 2022

Deep Learning Overview Deep Learning is a subset of Machine Learning. Deep Learning is established on Artificial Neural Networks to mimic the human brain. In deep learning, we add several hidden layers to gather the most minute details to learn the data for […].

Deep Learning 373

Deep Learning Modeling Machine Learning Data Science 373

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. Felix Wong offers hope in the battle against drug-resistant bacteria.

Deep Learning 292

Deep Learning Analytics Modeling 292

Analytics Vidhya

APRIL 5, 2023

TensorFlow is an open-source framework used for building and training machine […] The post Deep Learning for Image Segmentation with TensorFlow appeared first on Analytics Vidhya. This task is important for applications such as object detection, image recognition, and autonomous driving.

Deep Learning 398

Deep Learning Analytics 398

Analytics Vidhya

AUGUST 25, 2022

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. […]. The world is interconnected.

Deep Learning 361

Deep Learning Data Science Publishing Analytics 361

Analytics Vidhya

DECEMBER 14, 2023

Introduction Gradient-weighted Class Activation Mapping is a technique used in deep learning to visualize and understand the decisions made by a CNN. This groundbreaking technique unveils the hidden decisions made by CNNs, transforming them from opaque models into transparent storytellers.

Deep Learning 310

Deep Learning Visualization Modeling Analytics 310

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

JUNE 8, 2023

Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years.

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Deep Learning Analytics IT 299

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

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

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 […].

Deep Learning 342

Deep Learning Data Science Publishing Analytics 342

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. This has led to more cases of hacking and identity theft.

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Deep Learning Measurement Analytics Modeling 279

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

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 […].

Deep Learning 357

Deep Learning Data Science Publishing Analytics 357

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 […].

Deep Learning 291

Deep Learning Data Science Publishing Modeling 291

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. They act as nonverbal cues of humans.

Deep Learning 339

Deep Learning Data Science Publishing Analytics 339

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.

Deep Learning 371

Deep Learning Machine Learning Data Science Publishing 371

Analytics Vidhya

JULY 18, 2023

The complex problems in the world of computers and artificial Intelligence need the aid of deep learning tools. Constant updates on tools and newer perspectives to deal with the problems require hands-on expertise and experience handling deep learning tools.

Deep Learning 269

Deep Learning Analytics Machine Learning Technology 269

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.

Deep Learning 346

Deep Learning Visualization Data Science Publishing 346

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.

Deep Learning 279

Deep Learning Modeling Machine Learning Analytics 279

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. […].

Deep Learning 347

Deep Learning Data Science Publishing Analytics 347

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 […].

Deep Learning 369

Deep Learning Modeling Machine Learning Data Science 369

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. The post Introductory note on Deep Learning appeared first on Analytics Vidhya.

Deep Learning 284

Deep Learning Machine Learning Data Science Publishing 284

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.

Deep Learning 296

Deep Learning Machine Learning Data Science Publishing 296

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.

Deep Learning 338

Deep Learning Machine Learning Data Science Publishing 338

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.

Deep Learning 360

Deep Learning Modeling Data Science Analytics 360

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

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!

Deep Learning 373

Deep Learning Data Science Publishing Analytics 373

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.

Deep Learning 307

Deep Learning Enterprise Analytics Data mining 307

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 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

NOVEMBER 1, 2022

The post How to Make an Image Classification Model Using Deep Learning? appeared first on Analytics Vidhya. 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 […].

Deep Learning 354

Deep Learning Modeling Machine Learning Data Science 354

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

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.

Deep Learning 371

Deep Learning Data Science Publishing Analytics 371

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.

Deep Learning 354

Deep Learning Modeling Data Science Publishing 354

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.

Deep Learning 375

Deep Learning Data Science Publishing Modeling 375

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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Deep Learning Machine Learning Optimization Management 269