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.

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Analytics Vidhya

JUNE 25, 2024

Deep Learning […] The post Nvidia’s DLSS: Deep Learning Super Sampling appeared first on Analytics Vidhya. This is mainly because of the AI boom and demand for AI chips. Their high-performance GPUs are well-known. These GPUs have had a significant influence on gaming and artificial intelligence.

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Hacker News

SEPTEMBER 30, 2024

Accelerate deep learning and other number-intensive tasks with JAX, Google’s awesome high-performance numerical computing library. The JAX numerical computing library tackles the core performance challenges at the heart of deep learning and other scientific computing tasks.

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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.

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Machine Learning Mastery

SEPTEMBER 23, 2024

As companies rush to implement generative AI solutions, there has been an […] The post 5 Free Courses to Master Deep Learning in 2024 appeared first on MachineLearningMastery.com. It helps businesses streamline operations, cut costs, and improve efficiency.

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Analytics Vidhya

JUNE 14, 2024

PyTorch and Tensorflow have similar features, integrations, […] The post PyTorch vs TensorFlow: Which is Better for Deep Learning? Although there are several frameworks, PyTorch and TensorFlow emerge as the most famous and commonly used ones. appeared first on Analytics Vidhya.

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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.

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Machine Learning Mastery

JULY 9, 2024

Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core of deep learning, it’s a model inspired by the human brain, which we call a neural network.

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KDnuggets

OCTOBER 13, 2023

A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

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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 399

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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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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.

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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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KDnuggets

JUNE 13, 2022

Gain a beginner's perspective on artificial neural networks and deep learning with this set of 14 straight-to-the-point related key concept definitions.

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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 304

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Machine Learning Mastery

FEBRUARY 14, 2023

A deep learning model in its simplest form are layers of perceptrons connected in tandem. In PyTorch, there are many […] The post Using Activation Functions in Deep Learning Models appeared first on MachineLearningMastery.com.

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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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Machine Learning Mastery

APRIL 24, 2023

Last Updated on May 1, 2023 Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook.

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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!

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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.

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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

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.

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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

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.

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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 […].

Deep Learning 361

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KDnuggets

OCTOBER 12, 2022

Do you want to learn PyTorch for machine learning and deep learning? Check out this 24 hour long video course with accompanying notes and courseware for free. Did I mention it's free?

Deep Learning 399

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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

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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KDnuggets

JULY 14, 2022

Deep learning forms the backbone of modern day artificial intelligence. Learn more about the important aspects of this connection with this freely available course.

Artificial Intelligence 400

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Flipboard

NOVEMBER 14, 2024

Researchers have developed a deep learning-based approach that significantly streamlines the accurate identification and classification of …

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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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KDnuggets

MAY 30, 2023

In this tutorial, learn how to perform a deep learning task in R.

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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 291

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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

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

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

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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