Analytics Vidhya

AUGUST 10, 2023

Introduction In today’s evolving landscape, organizations are rapidly scaling their teams to harness the potential of AI, deep learning, and ML. What started as a modest concept, machine learning, has now become indispensable across industries, enabling businesses to tap into unprecedented opportunities.

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Pickl AI

NOVEMBER 13, 2024

Summary: Batch Normalization in Deep Learning improves training stability, reduces sensitivity to hyperparameters, and speeds up convergence by normalising layer inputs. However, training deep neural networks often encounters challenges such as slow convergence, vanishing gradients, and sensitivity to initialisation.

Deep Learning 52

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Pickl AI

NOVEMBER 28, 2024

Summary: Gradient descent is a fundamental optimisation technique in Deep Learning crucial for minimising loss functions and enhancing model accuracy. Introduction In Machine Learning , optimisation is critical in improving model accuracy by adjusting parameters to minimise errors. billion by 2033, growing at a CAGR of 32.57%.

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Pickl AI

NOVEMBER 28, 2024

Summary: Generative Adversarial Network (GANs) in Deep Learning generate realistic synthetic data through a competitive framework between two networks: the Generator and the Discriminator. In answering the question, “What is a Generative Adversarial Network (GAN) in Deep Learning?”

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The MLOps Blog

NOVEMBER 14, 2023

Deep learning models are typically highly complex. While many traditional machine learning models make do with just a couple of hundreds of parameters, deep learning models have millions or billions of parameters. The reasons for this range from wrongly connected model components to misconfigured optimizers.

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Towards AI

NOVEMBER 19, 2023

Last Updated on November 20, 2023 by Editorial Team Author(s): Amit Chauhan Originally published on Towards AI. Pre-trained models in machine and deep learningPhoto by Arnold Francisca on Unsplash In simple terms, it is a technique to use a trained model on the dataset that is run on a new, different dataset.

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Deep Learning Natural Language Processing Computer Vision NLP 106

AssemblyAI

MARCH 21, 2023

What are the actual advantages of Graph Machine Learning? And why do Graph Neural Networks matter in 2023? This suggests a potential shift of perspective: graph-structured data provides a general and flexible framework for describing and analyzing any possible set of entities and their mutual interactions.

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Analytics Vidhya

MARCH 2, 2023

Organizations are adapting to the newly emerging subset of artificial intelligence called machine learning to keep up with this data […] The post Machine Learning Libraries in 2023 appeared first on Analytics Vidhya.

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Machine Learning Artificial Intelligence Artificial Intelligence Big Data 267

Towards AI

SEPTEMBER 10, 2023

Last Updated on September 11, 2023 by Editorial Team Author(s): Mariya Mansurova Originally published on Towards AI. What I’ve learned from the most popular DL course Photo by Sincerely Media on Unsplash I’ve recently finished the Practical Deep Learning Course from Fast.AI. About the course The Fast.AI

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Marktechpost

NOVEMBER 10, 2024

Researchers from Cedars-Sinai Medical Center and Far Eastern Memorial Hospital developed a deep-learning model to detect pneumoperitoneum in CT images. Real-world model performance was assessed from December 2022 to May 2023 using prospective data from the same facility. 0.83) and specificity (0.97–0.99)

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Analytics Vidhya

SEPTEMBER 25, 2023

In 2023, traders can easily access financial data and historical information about the trading market with a superior security system. With the evolving forex market, […] The post How is AI Changing the Forex Market in 2023? Artificial intelligence (AI) has played a key role in the advancement of the forex market.

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Analytics Vidhya

FEBRUARY 28, 2023

Each aspect of data science, like data preparation, the importance of big data, and the process of automation, contributes to how data science is the future […] The post 30 Best Data Science Books to Read in 2023 appeared first on Analytics Vidhya.

Data Science 327

Data Science Big Data Automation Computer Vision 327

ODSC - Open Data Science

APRIL 24, 2023

Editor’s note: Chakri Cherukuri is a speaker for ODSC Europe 2023 this June. Be sure to check out his talk, “ Fast Option Pricing Using Deep Learning Methods ,” there! Use the labeled training dataset to train deep neural networks Use the trained deep learning models as fast pricers Steps 1, 2, and 3 can be performed offline.

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Deep Learning Neural Network Data Science Software Development 90

Towards AI

MARCH 5, 2023

Last Updated on March 5, 2023 by Editorial Team Source: Image generated with generative AI via Midjourney. Get ahead in the AI game with our top picks for laptops that are perfect for machine learning, data science, and deep learning at every budget. Well, search no further! Let’s get started!

Deep Learning 76

Deep Learning Data Science Machine Learning ML 76

Unite.AI

DECEMBER 27, 2023

Generative AI is an evolving field that has experienced significant growth and progress in 2023. By utilizing machine learning algorithms , it produces new content, including images, text, and audio, that resembles existing data. Another breakthrough is the rise of generative language models powered by deep learning algorithms.

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Analytics Vidhya

MAY 23, 2023

But have you ever wondered what it takes to become an artificial intelligence engineer This article will equip you with the essential information to take the first steps […] The post How to Become an AI Engineer in 2023? appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 16, 2024

This next-generation AI model boasts a significant upgrade in its knowledge base, leaving behind the limitations of previous models that stopped learning around […] The post OpenAI’s GPT-4 Turbo is Here with Information up to December 2023 appeared first on Analytics Vidhya.

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Towards AI

NOVEMBER 19, 2023

Last Updated on November 20, 2023 by Editorial Team Author(s): Mainak Mitra Originally published on Towards AI. Photo by Pietro Jeng on Unsplash Deep learning is a type of machine learning that utilizes layered neural networks to help computers learn from large amounts of data in an automated way, much like humans do.

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Deep Learning Neural Network Natural Language Processing Machine Learning 109

Towards AI

JULY 21, 2023

Last Updated on July 21, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. References Source: Unsplash Author(s): Roberto Iriondo When delving into AI and deep learning, choosing the right GPU for your AI rig can make a significant difference.

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Deep Learning AI AI Computer Vision 82

Analytics Vidhya

FEBRUARY 17, 2023

And this is happening due to combinations of computing, advanced […] The post Top 10 AI & Data Science Trends to Watch in 2023 appeared first on Analytics Vidhya. AI and Data Science define a powerful new era of computing that has the potential to revolutionize how people interact with everyday technology.

Data Science 290

Data Science Artificial Intelligence Artificial Intelligence AI 290

Analytics Vidhya

JUNE 1, 2023

Embark on a journey of infinite possibilities at DataHack Summit 2023, India’s premier AI conference. Join us in Bengaluru from August 02,2023 – August 05,2023 at […] The post AI Event of the Year: DataHack Summit 2023 appeared first on Analytics Vidhya.

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Marktechpost

JANUARY 2, 2024

Using deep learning, SD4J can uniquely transform textual descriptions into vibrant images, comprehending negative inputs. Stable Diffusion in Java (SD4J) is a text-to-image generation tool. This means users can specify elements they don’t want in the image, offering more customization and control.

Deep Learning 110

Deep Learning Machine Learning Artificial Intelligence Artificial Intelligence 110

PyImageSearch

JANUARY 30, 2023

This last blog of the series will cover the benefits, applications, challenges, and tradeoffs of using deep learning in the education sector. To learn about Computer Vision and Deep Learning for Education, just keep reading. As soon as the system adapts to human wants, it automates the learning process accordingly.

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Analytics Vidhya

MAY 1, 2023

While this debate continues in the chorus, PwC’s global AI study says that the global economy will see a boost of 14% in GDP […] The post Emerging Trends in AI and ML in 2023 & Beyond appeared first on Analytics Vidhya.

ML 284

ML Artificial Intelligence Artificial Intelligence Machine Learning 284

Towards AI

SEPTEMBER 1, 2023

Last Updated on September 2, 2023 by Editorial Team Author(s): Eduardo Vitalbrasil Originally published on Towards AI. That’s where Machine Learning, and specifically Deep Learning, shines, abbreviating the processing time to mere minutes! Applied in the more diverse domains such as aero spatial, automobile, energy, etc.,

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ODSC - Open Data Science

JANUARY 25, 2023

A new deep learning algorithm just needs 12 seconds to determine if you’re above the legal drinking limit. The audio-based deep learning algorithm, ADLAIA, was trained to detect and identify alcohol inebriation levels based on a 12-second clip of their speech. How this algorithm works is interesting.

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Deep Learning Algorithm Data Science AI 105

Flipboard

FEBRUARY 28, 2023

Despite recording significant growth since the year’s turn, Bitcoin (BTC) still had a challenging few weeks recently, and cryptocurrency traders and …

Deep Learning 123

Deep Learning Algorithm Machine Learning 123

AI Weekly

AUGUST 17, 2023

nytimes.com 2023 AI glossary AI has the advertising industry bewitched, with agencies and clients alike clamoring to understand what AI can do for their strategies and marketing stunts. yahoo.com Research Novel physics-encoded AI model helps to learn spatiotemporal dynamics Prof.

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AI Weekly

OCTOBER 12, 2023

In the News The AI 100 2023: The top people in AI For prescient researchers, founders, and others who make up Insider's AI 100, this moment was inevitable. Learn how to protect your bottom line. businessinsider.com Sponsor Beat shipping rate increases with our new parcel shipping report. Are you paying more to ship and getting less?

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Towards AI

JANUARY 27, 2023

Last Updated on January 27, 2023 by Editorial Team Author(s): Clément Delteil Originally published on Towards AI. Deep Learning Explained: Perceptron The key concept behind every neural network. Perceptron applied to Deep Learning. But this can get problematic as soon as your model is not working as expected.

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AI Weekly

DECEMBER 28, 2023

Powered by superai.com In the News AI : the Biggest Tech Investing Theme for 2024 It may have been a breakout year for generative AI in 2023. forbes.com How Machine Learning Algorithms Work in Face Recognition Deep Learning? forbes.com How Machine Learning Algorithms Work in Face Recognition Deep Learning?

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Towards AI

AUGUST 29, 2023

Last Updated on August 31, 2023 by Editorial Team Author(s): Luiz doleron Originally published on Towards AI. This story explores automatic differentiation, a feature of modern Deep Learning frameworks that automatically calculates the parameter gradients during the training loop. What is the relevance of autodiff?

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AI Weekly

AUGUST 10, 2023

dezeen.com New deep learning model can predict passwords from keystroke sound with 95% accuracy A team of researchers in the United Kingdom developed a deep learning model that can accurately predict what you are typing based on the sounds from keyboard keystrokes, Bleeping Computer reported on August 5. 1.41%) (BRK.B

Neural Network 215

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AI Weekly

DECEMBER 7, 2023

techxplore.com Millions of new materials discovered with deep learning AI tool GNoME finds 2.2 Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies. Petrobras) has invested in six robots from ANYbotics.

Convolutional Neural Networks 208

Convolutional Neural Networks ChatGPT Robotics AI Modeling 208

Marktechpost

DECEMBER 14, 2023

Why do many autoregressive deep learning models for physical dynamics diverge over even moderate forecast horizons? I'm excited to (slightly belatedly) share our new TMLR paper digging into this phenomenon!

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AI Weekly

AUGUST 31, 2023

forbes.com A subcomponent-guided deep learning method for interpretable cancer drug response prediction SubCDR is based on multiple deep neural networks capable of extracting functional subcomponents from the drug SMILES and cell line transcriptome, and decomposing the response prediction. dailymail.co.uk dailymail.co.uk

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Towards AI

AUGUST 21, 2023

Last Updated on August 22, 2023 by Editorial Team Author(s): AlishaS Originally published on Towards AI. Machine Learning vs. AI vs. Deep Learning vs. Neural Networks: What’s the Difference? ML employs algorithms that learn patterns from data to perform tasks without explicit programming.

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