KDnuggets

DECEMBER 14, 2021

We have solicited insights from experts at industry-leading companies, asking: "What were the main AI, Data Science, Machine Learning Developments in 2021 and what key trends do you expect in 2022?" Read their opinions here.

Data Science 399

Data Science Analytics Analytics Machine Learning 399

KDnuggets

NOVEMBER 9, 2021

But this format is not optimized for deep learning work. In this article we are discussing that HDF5 is one of the most popular and reliable formats for non-tabular, numerical data. This article suggests what kind of ML native data format should be to truly serve the needs of modern data scientists.

Deep Learning 303

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Analytics Vidhya

DECEMBER 13, 2021

Introduction 2021 is a year that proved nothing is better than a Proof of Work to evaluate any candidate’s worth, initiative, and skill. The post Top Data Science Projects to add to your Portfolio in 2021 appeared first on Analytics Vidhya. Pursuing any data science project will help you polish your resume.

Data Science 353

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Analytics Vidhya

DECEMBER 15, 2021

Introduction While we bid adieu to 2021, one should not fail to acknowledge the fact that it was another crazy year in the history of humanity. Coming to data science, 2021 was a very incremental year for this […]. The post A Review of 2021 and Trends in 2022 – A Technical Overview of the Data Industry!

Data Science 358

Data Science Analytics Analytics Deep Learning 358

KDnuggets

NOVEMBER 22, 2021

PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models for use on mobile platforms.

Deep Learning 400

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Analytics Vidhya

DECEMBER 10, 2021

The post Top Data Science Guest Authors of 2021 appeared first on Analytics Vidhya. From the latest developments to guiding people through the thorns of career, Analytics Vidhya has it all in its blog archives. And this would not have been possible without leveraging the power of the […].

Data Science 349

Data Science Analytics Analytics Data Visualization 349

KDnuggets

DECEMBER 13, 2021

Also: 5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022; How to Get Certified as a Data Scientist; A $9B AI Failure, Examined; AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments in 2021 and Key Trends for 2022.

Deep Learning 351

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KDnuggets

DECEMBER 7, 2021

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

Deep Learning 392

Deep Learning Deep Learning AWS Data Preparation 392

KDnuggets

DECEMBER 24, 2021

Check out these key development issues and tips learned from personal experience when deploying a TensorFlow-based image classifier Streamlit app on a Heroku server.

Deep Learning 394

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KDnuggets

NOVEMBER 12, 2021

The PyTorch Deep Learning framework has a C++ API for use on mobile platforms. This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS).

Deep Learning 208

Deep Learning Deep Learning Python 208

Hacker News

JULY 26, 2024

The second edition of Deep Learning Interviews is home to hundreds of fully-solved problems, from a wide range of key topics in AI. It is designed to both rehearse interview or exam specific topics and provide machine learning MSc / PhD. students, and those awaiting an interview a well-organized overview of the field.

Deep Learning 115

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KDnuggets

DECEMBER 15, 2021

In this issue: Building a solid data team; Stop Learning Data Science to Find Purpose and Find Purpose to Learn Data Science; AI, Analytics, Machine Learning, Data Science, Deep Learning Main Developments in 2021 and Key Trends for 2022 - Research, Technology, and Industry perspectives.

Data Science 208

Data Science Machine Learning Machine Learning Deep Learning 208

FlowingData

JULY 21, 2021

Sebastian Raschka made 170 videos on deep learning, and you can watch all of the lessons now : I just sat down this morning and organized all deep learning related videos I recorded in 2021. Might be useful, even if you just want to learn more about machine learning is.

Deep Learning 117

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KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

Deep Learning 306

Deep Learning Deep Learning Data Engineering Data Engineering 306

KDnuggets

NOVEMBER 22, 2021

PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models for use on mobile platforms.

Deep Learning 191

Deep Learning Deep Learning ML ML 191

Data Science Dojo

FEBRUARY 13, 2025

The notable features of the IEEE conference are: Cutting-Edge AI Research & Innovations Gain exclusive insights into the latest breakthroughs in artificial intelligence, including advancements in deep learning, NLP, and AI-driven automation. This conference is the perfect place to immerse yourself in the future of AI.

AI 294

AI AI Big Data Big Data 294

Applied Data Science

JANUARY 4, 2022

Hiding your 2021 resolution list under a glass of champagne? To write this post we shook the internet upside down for industry news and research breakthroughs and settled on the following 5 themes, to wrap up 2021 in a neat bow: ? In 2021, the following were added to the ever growing list of Transformer applications.

Artificial Intelligence 130

Artificial Intelligence Artificial Intelligence Deep Learning Deep Learning 130

NYU Center for Data Science

NOVEMBER 9, 2023

Yann LeCun is a renowned deep learning pioneer and one of the most important minds in AI, and over the past few years he has been developing a comprehensive theory of machine learning, centered around “energy-based models,” which he calls “the only way to formalize and understand all model types.”

Deep Learning 98

Deep Learning Deep Learning Computer Science Computer Science 98

Analytics Vidhya

JANUARY 8, 2021

ArticleVideos Introduction 2021 has begun with a bang! OpenAI has released two major innovations in the field of Computer Vision: CLIP and DALL-E. The post OpenAI’s Future of Vision: Contrastive Language Image Pre-training(CLIP) appeared first on Analytics Vidhya.

Analytics 306

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Flipboard

NOVEMBER 6, 2024

We developed and validated a deep learning model designed to identify pneumoperitoneum in computed tomography images. Delays or misdiagnoses in detecting pneumoperitoneum can significantly increase mortality and morbidity. CT scans are routinely used to diagnose pneumoperitoneum.

Deep Learning 86

Deep Learning Deep Learning Algorithm ML 86

Applied Data Science

AUGUST 2, 2021

This post is a bitesize walk-through of the 2021 Executive Guide to Data Science and AI  — a white paper packed with up-to-date advice for any CIO or CDO looking to deliver real value through data. Machine learning The 6 key trends you need to know in 2021 ? Download the free, unabridged version here.

Data Science 130

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Hacker News

MARCH 5, 2024

Tree-based methods out-shone other solutions, in particular deep learning-based solutions. The prevalence of approaches based on gradient boosted trees among the top contestants in the M5 competition is potentially the most eye-catching result. The winners in both tracks of the M5 competition heavily relied on them.

Deep Learning 111

Deep Learning Deep Learning 111

Tableau

AUGUST 7, 2021

August 7, 2021 - 2:47pm. August 7, 2021. One of the greatest gifts that the Tableau Community gives the world, aside from beautiful visualizations, is learning content. Learning Tableau, or anything for that matter, takes three things: time, patience, and practice. Mark Bradbourne. National Solutions Engineer, Tableau .

Tableau 105

Tableau Python Deep Learning Deep Learning 105

AWS Machine Learning Blog

NOVEMBER 29, 2024

You can use open-source libraries, or the AWS managed Large Model Inference (LMI) deep learning container (DLC) to dynamically load and unload adapter weights. bio rad laboratories - now anticipates 2021 non-gaap currency-neutral revenue growth between 12 to 13 percent. sees 2021 estimated non-gaap operating margin of about 19.5

AWS 107

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KDnuggets

NOVEMBER 15, 2021

NVIDIA, the pioneer in the GPU technologies and deep learning revolution, has come up with an excellent catalog of specialized containers that they call NGC Collections. In this article, we explore their basic usage and some variations.

Deep Learning 160

Deep Learning Deep Learning Data Engineering Data Engineering 160

Data Science Dojo

JUNE 9, 2023

In fact, the demand for data experts is expected to grow by 36% between 2021 and 2031, significantly higher than the average for all occupations. Bureau of Labor Statistics, the job outlook for data science is estimated to be 36% between 2021–31, significantly higher than the average for all occupations, which is 5%.

Data Science 370

Data Science Machine Learning Machine Learning Data Scientist 370

Heartbeat

NOVEMBER 14, 2023

For many years, gradient-boosting models and deep-learning solutions have won the lion's share of Kaggle competitions. XGBoost is not limited to machine learning tasks, as its incredible power can be harnessed when harmonized with deep learning algorithms. 2 (2021): 522–531. . "ConvXGB:

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

insideBIGDATA

FEBRUARY 18, 2023

In 2020 and 2021, 98% of community banks offered mobile banking, yet new account openings dropped as much as 51% to 25% for community banks and credit unions. In this contributed article, Uday Akkaraju, CEO of BOND.AI, discusses how AI can help CFIs (community-based financial institutions) meet the needs of their consumers.

AI 195

AI AI Big Data Big Data 195

Heartbeat

OCTOBER 18, 2023

In this article, we embark on a journey to explore the transformative potential of deep learning in revolutionizing recommender systems. However, deep learning has opened new horizons, allowing recommendation engines to unravel intricate patterns, uncover latent preferences, and provide accurate suggestions at scale.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

PyImageSearch

SEPTEMBER 23, 2024

Home Table of Contents Deploying a Vision Transformer Deep Learning Model with FastAPI in Python What Is FastAPI? You’ll learn how to structure your project for efficient model serving, implement robust testing strategies with PyTest, and manage dependencies to ensure a smooth deployment process. Testing main.py Testing main.py

Deep Learning 62

Deep Learning Deep Learning Python Natural Language Processing 62

DrivenData Labs

FEBRUARY 21, 2023

TFM_TFDM 2021-04-03 19:30:00 KATL 114 1 AAL1008.ATL.DFW.210403.1312.0051.TFM_TFDM TFM_TFDM 2021-04-03 19:45:00 KATL 99 2 AAL1008.ATL.DFW.210403.1312.0051.TFM_TFDM TFM_TFDM 2021-04-03 20:00:00 KATL 84 3 AAL1008.ATL.DFW.210403.1312.0051.TFM_TFDM TFM_TFDM 2021-04-03 20:15:00 KATL 69 4 AAL1008.ATL.DFW.210403.1312.0051.TFM_TFDM

Machine Learning 130

Machine Learning Machine Learning Deep Learning Deep Learning 130

Heartbeat

MAY 23, 2023

As technology continues to improve exponentially, deep learning has emerged as a critical tool for enabling machines to make decisions and predictions based on large volumes of data. Edge computing may change how we think about deep learning. Standardizing model management can be tricky but there is a solution.

Deep Learning 52

Deep Learning Deep Learning Cloud Computing Internet of Things 52

Towards AI

DECEMBER 19, 2023

Source: interpretable-ml-book The field of deep learning has grown exponentially and the recent craze about ChatGPT is proof of the same. For example, a deep neural net used for a loan application scorecard might deny a customer, and we will not be able to explain why. arXiv: 2003.07132 where n is the sample size.

AI 122

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Towards AI

AUGUST 25, 2023

Machine learning (ML) is a subset of AI that provides computer systems the ability to automatically learn and improve from experience without being explicitly programmed. Deep learning (DL) is a subset of machine learning that uses neural networks which have a structure similar to the human neural system.

Machine Learning 98

Machine Learning Machine Learning AI AI 98

PyImageSearch

OCTOBER 28, 2024

One day, I was looking for an email idea while writing my daily self-driving car newsletter , when I was suddenly caught by the news: Tesla had released a new FSD12 model based on End-to-End Learning. And it was because not only was the new model fully based on Deep Learning, but it also effectively removed 300,000 lines of code.

Deep Learning 109

Deep Learning Deep Learning Algorithm Computer Science 109

Flipboard

JUNE 20, 2023

Deep learning Deep learning is a specific type of machine learning used in the most powerful AI systems. It imitates how the human brain works using artificial neural networks (explained below), allowing the AI to learn highly complex patterns in data.

AI 158

AI AI Deep Learning Deep Learning 158

AWS Machine Learning Blog

FEBRUARY 29, 2024

Large-scale deep learning has recently produced revolutionary advances in a vast array of fields. Founded in 2021, ThirdAI Corp. is a startup dedicated to the mission of democratizing artificial intelligence technologies through algorithmic and software innovations that fundamentally change the economics of deep learning.

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