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

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

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

JULY 25, 2024

Early detection is crucial, and “Flame Guardian,” a deep learning-powered fire detection system, aims to make a life-saving difference.

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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

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.

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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.

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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.

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Analytics Vidhya

FEBRUARY 27, 2025

As part of #OpenSourceWeek Day 4, DeepSeek introduces 2 new tools to make deep learning faster and more efficient: DualPipe and EPLB. These tools help improve how computers handle calculations and communication during training, making the process smoother and quicker.

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Unite.AI

MARCH 9, 2025

Instead of relying on shrinking transistors, AI employs parallel processing, machine learning , and specialized hardware to enhance performance. Deep learning and neural networks excel when they can process vast amounts of data simultaneously, unlike traditional computers that process tasks sequentially.

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Analytics Vidhya

OCTOBER 14, 2024

They use deep learning techniques, particularly transformers, to perform various language tasks such as translation, text generation, and summarization. […] The post 12 Free And Paid LLMs for Your Daily Tasks appeared first on Analytics Vidhya.

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AI News

JANUARY 21, 2025

AI coding tools leverage machine learning, deep learning, and natural language processing to assist developers in writing and optimising code. Accessibility for beginners AI coding assistants help beginners learn programming by providing real-time feedback, suggesting improvements, and simplifying complex coding concepts.

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Analytics Vidhya

APRIL 22, 2024

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. Solutions like ReLU activation and gradient clipping promise to revolutionize deep learning, unlocking secrets for training success.

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Unite.AI

MARCH 2, 2025

For years, deep learning has relied on traditional dense layers, where every neuron in one layer is connected to every neuron in the next. This structure enables AI models to learn complex patterns, but it comes at a steep cost.

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Unite.AI

NOVEMBER 5, 2024

The need for specialized AI accelerators has increased as AI applications like machine learning, deep learning , and neural networks evolve. Huawei vs. NVIDIA: The Battle for AI Supremacy NVIDIA has long been the leader in AI computing, with its GPUs serving as the standard for machine learning and deep learning tasks.

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Unite.AI

JANUARY 24, 2025

Claudionor Coelho is the Chief AI Officer at Zscaler, responsible for leading his team to find new ways to protect data, devices, and users through state-of-the-art applied Machine Learning (ML), Deep Learning and Generative AI techniques. He also held ML and deep learning roles at Google.

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Analytics Vidhya

APRIL 15, 2024

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships.

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Analytics Vidhya

APRIL 16, 2024

Introduction Welcome into the world of Transformers, the deep learning model that has transformed Natural Language Processing (NLP) since its debut in 2017. These linguistic marvels, armed with self-attention mechanisms, revolutionize how machines understand language, from translating texts to analyzing sentiments.

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Analytics Vidhya

MARCH 19, 2024

It leverages cutting-edge deep-learning techniques to generate dynamic and expressive avatars that move and speak in perfect sync with the audio input. […] The post All About Google’s New VLOGGER AI – Features, Applications, Working, and More!

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Analytics Vidhya

JUNE 20, 2024

Introduction An introduction to machine learning (ML) or deep learning (DL) involves understanding two basic concepts: parameters and hyperparameters. When I came across these terms for the first time, I was confused because they were new to me. If you’re reading this, I assume you are in a similar situation too.

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Unite.AI

DECEMBER 17, 2024

With higher-quality data and refinements in ML, computer vision, deep learning, and innovative robotics, AI is actively helping growers make agriculture a more viable business endeavor, more sustainable, and more efficient overall. To help aging and short-staffed growers, AI and robotics are becoming ever more common across U.S.

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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.

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Analytics Vidhya

APRIL 24, 2024

From Google’s powerful Tesseract to EasyOCR’s fancy deep learning, these libraries can do some pretty […] The post Top 8 OCR Libraries in Python to Extract Text from Image appeared first on Analytics Vidhya. It is all thanks to something called Optical Character Recognition, or OCR.

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Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions.

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Analytics Vidhya

OCTOBER 30, 2023

They depend on deep learning algorithms trained on significant datasets of previously recorded […] The post The Ultimate Guide to AI Voice Generators for 2023 Edition appeared first on Analytics Vidhya.

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Analytics Vidhya

MAY 29, 2024

This subject has been transformed by Transformers, which are sophisticated deep learning models that provide unmatched performance in extractive and abstractive summarization techniques. Their cutting-edge skills and contextual knowledge power […] The post How to Summarize Text with Transformer-based Models?

Natural Language Processing 305

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Unite.AI

MARCH 12, 2025

Deep learning models further enhance security by detecting new cyberattacks based on subtle system anomalies. By employing deep learning algorithms, including Long Short-Term Memory (LSTM) networks, Amex significantly enhances its fraud detection capabilities.

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Analytics Vidhya

APRIL 9, 2024

Introduction Decoding Neural Networks: Inspired by the intricate workings of the human brain, neural networks have emerged as a revolutionary force in the rapidly evolving domains of artificial intelligence and machine learning.

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Analytics Vidhya

DECEMBER 14, 2023

Introduction In the era of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL), the demand for formidable computational resources has reached a fever pitch. This digital revolution has propelled us into uncharted territories, where data-driven insights hold the keys to innovation.

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AI News

JUNE 3, 2024

Harnessing the Power of Machine Learning and Deep Learning At TickLab, our innovative approach is deeply rooted in the advanced capabilities of machine learning (ML) and deep learning (DL). Deep learning, a subset of ML, plays a crucial role in our data analysis and decision-making processes.

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Analytics Vidhya

OCTOBER 12, 2023

LLMs use deep learning techniques to perform natural language processing tasks. Introduction In the field of artificial intelligence, Large Language Models (LLMs) and Generative AI models such as OpenAI’s GPT-4, Anthropic’s Claude 2, Meta’s Llama, Falcon, Google’s Palm, etc.,

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AI News

FEBRUARY 25, 2025

Tackling the “black-box” problem The AI industry has long faced the challenge of addressing the black-box problem, where deep learning models reach conclusions without clear explanations. These enhancements will make ASI-1 Mini invaluable for complex and multi-layered tasks.

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Analytics Vidhya

JUNE 15, 2024

TensorFlow is a robust end-to-end Deep Learning framework. In the upcoming sections we will examine the pros, downsides, and differences between these libraries. We will also explore Tensorflow vs Keras in this article. Overview What is TensorFlow? appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 24, 2024

In the old days, transfer learning was a concept mostly used in deep learning. This paper explored models using fine-tuning and transfer learning. Introduction Welcome to the world of Large Language Models (LLM).

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Unite.AI

AUGUST 28, 2024

Deep Instinct is a cybersecurity company that applies deep learning to cybersecurity. As I learned about the possibilities of predictive prevention technology, I quickly realized that Deep Instinct was the real deal and doing something unique. He holds a B.Sc Not all AI is equal.

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Analytics Vidhya

JUNE 24, 2024

A particular kind of deep learning model called stable diffusion […] The post Stable Diffusion 3: Guide to the Latest Text-to-Image Model by Stability AI appeared first on Analytics Vidhya. Overview What is the Stable Diffusion Model?

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Analytics Vidhya

MARCH 7, 2024

This collaborative effort marks a significant leap forward in 3D deep learning. The new model promises to revolutionize the creation of high-quality 3D objects from single images in mere seconds.

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