KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

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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

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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.

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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

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 […].

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Data Science Dojo

FEBRUARY 13, 2025

With rapid advancements in machine learning, generative AI, and big data, 2025 is set to be a landmark year for AI discussions, breakthroughs, and collaborations. Machine Learning & AI Applications Discover the latest advancements in AI-driven automation, natural language processing (NLP), and computer vision.

AI 294

AI Big Data Big Data AI 294

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

Deep Learning Deep Learning Machine Learning Machine Learning 115

KDnuggets

NOVEMBER 9, 2021

Beginners in the field can often have many misconceptions about machine learning that sometimes can be a make-it-or-break-it moment for the individual switching careers or starting fresh.

Machine Learning 199

Machine Learning Machine Learning ML ML 199

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.

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KDnuggets

DECEMBER 9, 2021

Machine learning techniques continue to evolve with increased efficiency for recognition problems. But, they still lack the critical element of intelligence, so we remain a long way from attaining AGI.

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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%.

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AWS Machine Learning Blog

DECEMBER 2, 2024

Over the past decade, advancements in deep learning have spurred a shift toward so-called global models such as DeepAR [3] and PatchTST [4]. AutoGluon predictors can be seamlessly deployed to SageMaker using AutoGluon-Cloud and the official Deep Learning Containers. Chronos: Learning the language of time series.”

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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.

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Dataconomy

MARCH 19, 2025

Tensor Processing Units (TPUs) represent a significant leap in hardware specifically designed for machine learning tasks. They are essential for processing large amounts of data efficiently, particularly in deep learning applications.

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Machine Learning Machine Learning Natural Language Processing Deep Learning 91

AWS Machine Learning Blog

NOVEMBER 29, 2024

For example, marketing and software as a service (SaaS) companies can personalize artificial intelligence and machine learning (AI/ML) applications using each of their customer’s images, art style, communication style, and documents to create campaigns and artifacts that represent them. sees fy 2021 non-gaap gross margin to be 57.5%

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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.”

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Deep Learning Deep Learning Computer Science Computer Science 98

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.

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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

ODSC - Open Data Science

MARCH 22, 2023

Many companies are now utilizing data science and machine learning , but there’s still a lot of room for improvement in terms of ROI. Nevertheless, we are still left with the question: How can we do machine learning better? billion in 2022, an increase of 21.3% billion in 2022, an increase of 21.3%

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Machine Learning Machine Learning Data Science Artificial Intelligence 98

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 .

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Tableau Python Deep Learning Deep Learning 105

AWS Machine Learning Blog

NOVEMBER 26, 2024

By harnessing the power of threat intelligence, machine learning (ML), and artificial intelligence (AI), Sophos delivers a comprehensive range of advanced products and services. Amazon SageMaker Amazon SageMaker is a fully managed machine learning (ML) service. His latest research can be found on Google Scholar.

Machine Learning 102

Machine Learning Machine Learning SQL ML 102

Towards AI

AUGUST 25, 2023

DL Artificial intelligence (AI) is the study of ways to build intelligent programs and machines that can creatively solve problems, which has always been considered a human prerogative. Deep learning (DL) is a subset of machine learning that uses neural networks which have a structure similar to the human neural system.

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Machine Learning Machine Learning AI AI 98

Flipboard

JUNE 20, 2023

Machine learning Machine learning is when computers use experience to improve their performance. Rather than humans programming computers with specific step-by-step instructions on how to complete a task, in machine learning a human provides the AI with data and asks it to achieve a certain outcome via an algorithm.

AI 158

AI AI Deep Learning Deep Learning 158

AWS Machine Learning Blog

APRIL 7, 2025

This approach allows for greater flexibility and integration with existing AI and machine learning (AI/ML) workflows and pipelines. yml file from the AWS Deep Learning Containers GitHub repository, illustrating how the model synthesizes information across an entire repository. billion to a projected $574.78

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Flipboard

APRIL 17, 2025

This post is a joint collaboration between Salesforce and AWS and is being cross-published on both the Salesforce Engineering Blog and the AWS Machine Learning Blog. To learn more, see Revolutionizing AI: How Amazon SageMaker Enhances Einsteins Large Language Model Latency and Throughput.

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Heartbeat

NOVEMBER 14, 2023

It has an excellent reputation as a tool for predicting many kinds of problems in data science and machine learning. For many years, gradient-boosting models and deep-learning solutions have won the lion's share of Kaggle competitions. 2 (2021): 522–531. . "ConvXGB: 2 (2021): 522–531.

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DrivenData Labs

MAY 24, 2023

The NAS is investing in new ways to bring vast amounts of data together with state-of-the-art machine learning to improve air travel for everyone. Federated learning is a technique for collaboratively training a shared machine learning model across data from multiple parties while preserving each party's data privacy.

Machine Learning 225

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AWS Machine Learning Blog

OCTOBER 5, 2023

Before that, he worked on developing machine learning methods for fraud detection for Amazon Fraud Detector. He is passionate about applying machine learning, optimization, and generative AI techniques to various real-world problems. He focuses on developing scalable machine learning algorithms.

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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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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

Towards AI

JULY 20, 2023

You can talk with AI with only one line of code… github.com AI Index 2021 The yearly and comprehensive report on AI is out. AI Index 2021 The 2021 AI Index report is one of the most comprehensive reports about artificial intelligence to date. Data Labeling Software: Best Tools for Data Labeling in 2021 – neptune.ai

Natural Language Processing 98

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DrivenData Labs

FEBRUARY 21, 2023

For this competition, your task is to train a machine learning model to automatically predict pushback time from public air traffic and weather data. 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

Machine Learning 130

Machine Learning Machine Learning Deep Learning Deep Learning 130

AWS Machine Learning Blog

SEPTEMBER 18, 2024

Zeta’s AI innovations over the past few years span 30 pending and issued patents, primarily related to the application of deep learning and generative AI to marketing technology. As an early adopter of large language model (LLM) technology, Zeta released Email Subject Line Generation in 2021.

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AWS Machine Learning Machine Learning ML 126

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

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

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Deep Learning Deep Learning Python Natural Language Processing 62

AWS Machine Learning Blog

DECEMBER 12, 2023

In this post, we’ll summarize training procedure of GPT NeoX on AWS Trainium , a purpose-built machine learning (ML) accelerator optimized for deep learning training. In this post, we showed cost-efficient training of LLMs on AWS deep learning hardware. We’ll outline how we cost-effectively (3.2

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Hacker News

MARCH 25, 2022

They’re driving a wave of advances in machine learning some have dubbed transformer AI. Stanford researchers called transformers “foundation models” in an August 2021 paper because they see them driving a paradigm shift in AI. A Moment for Machine Learning. Transformers Replace CNNs, RNNs.

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