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 395

Deep Learning Deep Learning Data Science Analytics 395

Analytics Vidhya

NOVEMBER 7, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. Deep learning has revolutionized many areas of […].

Deep Learning 381

Deep Learning Deep Learning Machine Learning Machine Learning 381

Analytics Vidhya

DECEMBER 29, 2021

This article was published as a part of the Data Science Blogathon Welcome to my guide! 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. So let’s begin with our journey!

Deep Learning 394

Deep Learning Deep Learning Data Science Analytics 394

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning has paved its roots much more decisively in our daily lives. Similarly, deep learning has also evolved in […]. Similarly, deep learning has also evolved in […].

Deep Learning 378

Deep Learning Deep Learning Data Science Analytics 378

Analytics Vidhya

MARCH 2, 2022

This article was published as a part of the Data Science Blogathon. The post Basics of CNN in Deep Learning appeared first on Analytics Vidhya. What is Convolutional Neural Network? Small clusters of cells in the visual cortex are […]. Small clusters of cells in the visual cortex are […].

Deep Learning 388

Deep Learning Deep Learning Clustering Data Science 388

Analytics Vidhya

MARCH 4, 2022

This article was published as a part of the Data Science Blogathon. The post Audio Denoiser: A Speech Enhancement Deep Learning Model appeared first on Analytics Vidhya. The post Audio Denoiser: A Speech Enhancement Deep Learning Model appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Deep Learning Data Science Analytics 400

Analytics Vidhya

MARCH 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction The Tensorflow framework is an open end-to-end machine learning platform. It enables programmers to design machine learning applications utilising […].

Deep Learning 399

Deep Learning Deep Learning Machine Learning Machine Learning 399

Analytics Vidhya

AUGUST 11, 2022

This article was published as a part of the Data Science Blogathon. The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 364

Deep Learning Deep Learning Data Science Analytics 364

Analytics Vidhya

MARCH 3, 2022

This article was published as a part of the Data Science Blogathon. The post A Basic Introduction to Activation Function in Deep Learning appeared first on Analytics Vidhya. The Activation Function’s goal is to introduce non-linearity into a neuron’s output. A […].

Deep Learning 399

Deep Learning Deep Learning Data Science Analytics 399

Analytics Vidhya

SEPTEMBER 20, 2022

This article was published as a part of the Data Science Blogathon. The post Image Classification Using Resnet-50 Deep Learning Model appeared first on Analytics Vidhya. We will […].

Deep Learning 374

Deep Learning Deep Learning Machine Learning Machine Learning 374

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. 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 374

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 374

Analytics Vidhya

MARCH 16, 2022

This article was published as a part of the Data Science Blogathon. 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.

Deep Learning 376

Deep Learning Deep Learning Data Science Analytics 376

Analytics Vidhya

NOVEMBER 1, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the 21st century, the world is rapidly moving towards Artificial Intelligence and Machine Learning. The post How to Make an Image Classification Model Using Deep Learning? Companies are investing vast […].

Deep Learning 389

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 389

Analytics Vidhya

AUGUST 1, 2022

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

Deep Learning 367

Deep Learning Deep Learning Data Science Analytics 367

Analytics Vidhya

APRIL 24, 2024

Introduction Ever felt overwhelmed by the jargon of deep learning? further in this article, we will explore 100 essential deep learning terms, making complex ideas approachable and empowering you to […] The post 100 Deep Learning Terms Explained appeared first on Analytics Vidhya.

Deep Learning 315

Deep Learning Deep Learning Analytics Analytics 315

insideBIGDATA

MARCH 13, 2023

In this contributed article, editorial consultant Jelani Harper takes a new look at the GPT phenomenon by exploring how prompt engineering (stores, databases) coupled with few shot learning can constitute a significant adjunct to traditional data science.

Data Science 447

Data Science Database Deep Learning Deep Learning 447

insideBIGDATA

OCTOBER 24, 2023

In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, believes that as people continue exploring ways to use AI in modern society, there’s an increasing concern about ensuring all the current, potential and future applications operate ethically.

Data Science 459

Data Science AI AI Big Data 459

Analytics Vidhya

JULY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction One of the areas of machine learning research that focuses on knowledge retention and application to unrelated but crucial problems is known as “transfer learning.”

Data Science 381

Data Science Machine Learning Machine Learning Algorithm 381

Analytics Vidhya

APRIL 23, 2022

This article was published as a part of the Data Science Blogathon. Instead, along with the computer vision techniques, deep learning skills will also be required, i.e. We will use the deep learning […]. The post Face detection using the Caffe model appeared first on Analytics Vidhya.

Deep Learning 400

Deep Learning Deep Learning Data Science Algorithm 400

insideBIGDATA

JUNE 7, 2023

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

Big Data 412

Big Data Big Data Cloud Data Database 412

Analytics Vidhya

NOVEMBER 17, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction Competitive Deep Learning models rely on a wealth of training data, computing resources, and time. However, there are many tasks for which we don’t have enough labeled data at our disposal.

Deep Learning 390

Deep Learning Deep Learning Data Science Analytics 390

insideBIGDATA

JULY 7, 2023

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

Big Data 411

Big Data Big Data Cloud Data Database 411

Analytics Vidhya

DECEMBER 2, 2021

This article was published as a part of the Data Science Blogathon The math behind Neural Networks Neural networks form the core of deep learning, a subset of machine learning that I introduced in my previous article. data is passed […].

Deep Learning 400

Deep Learning Deep Learning Artificial Intelligence Artificial Intelligence 400

Analytics Vidhya

JULY 31, 2022

This article was published as a part of the Data Science Blogathon. Introduction In certain circumstances, using pre-built frameworks from machine learning and deep learning libraries may be beneficial. This article demonstrates how to create a CNN […].

Deep Learning 396

Deep Learning Deep Learning Machine Learning Machine Learning 396

Analytics Vidhya

MAY 19, 2022

This article was published as a part of the Data Science Blogathon. As a consequence of the large quantity of data accessible, particularly in the form of photographs and videos, the need for Deep Learning is growing by the day. Many advanced designs […].

Deep Learning 400

Deep Learning Deep Learning Data Science Analytics 400

Analytics Vidhya

JULY 21, 2022

This article was published as a part of the Data Science Blogathon. Introduction Over the past few years, advancements in Deep Learning coupled with data availability have led to massive progress in dealing with Natural Language.

Natural Language Processing 398

Natural Language Processing Deep Learning Deep Learning Data Science 398

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction The gradient descent algorithm is an optimization algorithm mostly used in machine learning and deep learning. In linear regression, it finds weight and biases, and deep learning backward propagation uses the […].

Deep Learning 364

Deep Learning Deep Learning Machine Learning Machine Learning 364

insideBIGDATA

APRIL 3, 2023

In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features flowing across our many channels.

Big Data 396

Big Data Big Data Cloud Data Database 396

Analytics Vidhya

NOVEMBER 12, 2022

This article was published as a part of the Data Science Blogathon. Source: totaljobs.com Introduction TensorFlow is one of the most well-liked and promising deep learning frameworks for devising novel deep learning solutions.

Deep Learning 374

Deep Learning Deep Learning Data Science Analytics 374

Analytics Vidhya

JUNE 6, 2022

This article was published as a part of the Data Science Blogathon. Image source: [link] Introduction In this article, we study the “Character region Awareness for Text Detection” model by Clova AI research, Naver Corp. These bounding boxes can […].

Deep Learning 380

Deep Learning Deep Learning Data Science Analytics 380

Analytics Vidhya

SEPTEMBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is one of the hottest fields in the past decade, with applications in industry and research. The post Understanding Word Embeddings and Building your First RNN Model appeared first on Analytics Vidhya.

Deep Learning 381

Deep Learning Deep Learning Data Science Analytics 381

Analytics Vidhya

NOVEMBER 2, 2021

This article was published as a part of the Data Science Blogathon. Introduction You’ve probably heard of TensorFlow if you’re a machine learning student. It has become an industry norm and is one of the most common tools for machine learning and deep learning experts.

Python 400

Python Machine Learning Machine Learning Deep Learning 400

Analytics Vidhya

DECEMBER 12, 2022

This article was published as a part of the Data Science Blogathon. Introduction In machine learning and deep learning, the amount of data fed to the algorithm is one of the most critical factors affecting the model’s performance.

Machine Learning 342

Machine Learning Machine Learning Deep Learning Deep Learning 342

Analytics Vidhya

JULY 12, 2022

This article was published as a part of the Data Science Blogathon. Due to the implementation of machine learning and deep learning models, it has become the language of demand […]. Introduction Python is a general-purpose and interpreted programming language.

Python 384

Python Deep Learning Deep Learning Artificial Intelligence 384

Analytics Vidhya

DECEMBER 11, 2022

This article was published as a part of the Data Science Blogathon. Introduction In machine learning, the data’s amount and quality are necessary to model training and performance. The amount of data affects machine learning and deep learning algorithms a lot.

Machine Learning 361

Machine Learning Machine Learning Deep Learning Deep Learning 361

insideBIGDATA

MAY 8, 2023

In this regular column, we’ll bring you all the latest industry news centered around our main topics of focus: big data, data science, machine learning, AI, and deep learning. Our industry is constantly accelerating with new products and services being announced everyday.

Deep Learning 444

Deep Learning Deep Learning Big Data Big Data 444

Analytics Vidhya

OCTOBER 17, 2022

Overview There are 4 mathematical pre-requisite (or let’s call them “essentials”) for Data Science/Machine Learning/Deep Learning, namely: Probability & Statistics Linear Algebra Multivariate Calculus Convex Optimization Introduction In this article, we are going to discuss the following questions: Why should I bother about Optimization (..)

Machine Learning 360

Machine Learning Machine Learning Deep Learning Deep Learning 360