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 312

Deep Learning Machine Learning 312

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 305

Deep Learning Python Machine Learning 305

Analytics Vidhya

APRIL 16, 2024

In the meantime, reading inspirational books, […] The post Here’s How You can Self Study for Deep Learning appeared first on Analytics Vidhya. Many struggle with where to begin or how to stay on track when starting a new endeavor.

Deep Learning 263

Deep Learning Neural Network Machine Learning Artificial Intelligence 263

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.

Data Scientist 265

Data Scientist Deep Learning Artificial Intelligence Artificial Intelligence 265

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 289

Deep Learning Artificial Intelligence Artificial Intelligence 289

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 349

Deep Learning Data Science NLP 349

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 392

Deep Learning Computer Vision Python 392

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 280

Deep Learning Artificial Intelligence Artificial Intelligence Explainability 280

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 267

Deep Learning Python 267

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.

Deep Learning 294

Deep Learning Artificial Intelligence Artificial Intelligence Neural Network 294

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 372

Deep Learning Machine Learning Data Science 372

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 306

Deep Learning Computer Vision Generative AI Machine Learning 306

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 353

Deep Learning Machine Learning Data Science 353

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 295

Deep Learning Machine Learning AI AI 295

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 329

Deep Learning Data Science Python 329

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 351

Deep Learning Data Science Computer Vision 351

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 340

Deep Learning NLP Data Science 340

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 278

Deep Learning Algorithm Data Science 278

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.

Deep Learning 321

Deep Learning Data Science Python 321

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 351

Deep Learning Neural Network Machine Learning Data Science 351

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 266

Deep Learning Python 266

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.

Deep Learning 272

Deep Learning Artificial Intelligence Artificial Intelligence Machine Learning 272

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 266

Deep Learning Machine Learning Computer Vision Python 266

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 327

Deep Learning Convolutional Neural Networks Neural Network Data Science 327

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.

Neural Network 285

Neural Network Deep Learning Machine Learning Data Science 285

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 296

Deep Learning Machine Learning Data Science 296

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 333

Deep Learning Data Science Python 333

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 328

Deep Learning Machine Learning Data Science Python 328

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 365

Deep Learning Machine Learning Data Science Python 365

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 263

Deep Learning Artificial Intelligence Artificial Intelligence Python 263

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.

Computer Vision 387

Computer Vision Deep Learning Convolutional Neural Networks Neural Network 387

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

Deep Learning Data Science Computer Vision Python 268

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 307

Deep Learning Data Science 307

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 301

Deep Learning Automation Data Mining Computer Vision 301

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 354

Deep Learning Data Science Python 354

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 298

Deep Learning Big Data Machine Learning Data Science 298

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 ChatGPT Artificial Intelligence Artificial Intelligence 356