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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Dataversity

FEBRUARY 15, 2021

From business processes and smart home technology to healthcare and life sciences, AI continues to evolve and grow as it plays an increasing role in many aspects of our work, home lives, and beyond. The post 2021 Crystal Ball: What’s in Store for AI, Machine Learning, and Data appeared first on DATAVERSITY.

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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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Dataconomy

APRIL 8, 2025

Established by visionary leaders dedicated to ensuring AI’s safe development, OpenAI remains committed to advancing machine learning while addressing ethical considerations. December 2015: Release of OpenAI Gym, an open-source toolkit for reinforcement learning. enhancing natural language processing capabilities.

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NYU Center for Data Science

MARCH 15, 2023

The recent iteration of the free online course focuses on introductory lectures in artificial intelligence and machine learning With the goal of improving access to artificial intelligence education, the NYU AI School offers a free week-long machine learning course, including lectures, labs, and panel discussions with leading AI experts.

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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. The Salesforce AI Model Serving team is working to push the boundaries of natural language processing and AI capabilities for enterprise applications.

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Towards AI

JULY 20, 2023

The Lookout — “All’s Well” | Homer NATURAL LANGUAGE PROCESSING (NLP) WEEKLY NEWSLETTER The NLP Cypher | 03.07.21 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. The Crow’s Nest Hey Welcome back! For NLP focused content, start on page 62.

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IBM Data Science in Practice

JANUARY 2, 2025

Despite their efforts, the complexity of this process often results in efficiencies, delays, and long wait periods on hold, requiring additional input from physicians and further detracting from their time with patients. Doctors notes, for example, might require manual review, as they can vary significantly in language andformat.

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Dataconomy

MAY 7, 2025

Transformer models have transformed the landscape of natural language processing (NLP) and have become essential tools in machine learning. These models harness the power of attention mechanisms to enable machines to understand and generate human language more effectively.

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AWS Machine Learning Blog

OCTOBER 30, 2023

Solution overview SageMaker JumpStart provides pre-trained, open-source models for a wide range of problem types to help you get started with machine learning (ML). text = """Summarize this content - Amazon Comprehend uses natural language processing (NLP) to extract insights about the content of documents.

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Smart Data Collective

MARCH 27, 2023

Data Scientists and Analysts use various tools such as machine learning algorithms, statistical modeling, natural language processing (NLP), and predictive analytics to identify trends, uncover opportunities for improvement, and make better decisions. as this will set you apart from other applicants.

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Dataconomy

APRIL 25, 2023

Reminder : If you’re not familiar with ChatGPT, it is a groundbreaking language model developed by OpenAI based on the highly advanced GPT architecture. Since its release in November 2021, ChatGPT has amassed millions of users and widespread media coverage, greatly increasing OpenAI’s valuation.

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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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ODSC - Open Data Science

APRIL 3, 2023

Question Answering is the task in Natural Language Processing that involves answering questions posed in natural language. Her main research interests are in machine learning for large-scale language understanding and text semantics. Euro) in 2021. Don’t worry, you’re not alone!

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AWS Machine Learning Blog

JUNE 5, 2025

By tailoring the chunking method to the specific characteristics of the data and the requirements of the task at hand, developers can enhance the performance of natural language processing applications built on Amazon Bedrock. Qingwei Li is a Machine Learning Specialist at Amazon Web Services. He received his Ph.D.

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Mlearning.ai

APRIL 8, 2023

Charting the evolution of SOTA (State-of-the-art) techniques in NLP (Natural Language Processing) over the years, highlighting the key algorithms, influential figures, and groundbreaking papers that have shaped the field. Evolution of NLP Models To understand the full impact of the above evolutionary process.

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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. Putting Transformers to Work.

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The MLOps Blog

MARCH 21, 2023

Moving across the typical machine learning lifecycle can be a nightmare. From gathering and processing data to building models through experiments, deploying the best ones, and managing them at scale for continuous value in production—it’s a lot. What is a machine learning platform?

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Towards AI

JULY 20, 2023

Natural Language Processing Getting desirable data out of published reports and clinical trials and into systematic literature reviews (SLRs) — a process known as data extraction — is just one of a series of incredibly time-consuming, repetitive, and potentially error-prone steps involved in creating SLRs and meta-analyses.

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Explosion

DECEMBER 30, 2021

The year 2021 is coming to an end, and like the previous year, it was shaped by unique challenges that impacted our work together. So here’s our look back at our highlights of the year 2021. So here’s our look back at our highlights of the year 2021. Jun 10: Ines gave a keynote at the Teaching NLP Workshop at NAACL-2021.

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AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. He specializes in developing scalable, production-grade machine learning solutions for AWS customers.

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ML @ CMU

FEBRUARY 24, 2023

Webson and Pavlick (2021) , Zhao et al., 2021) , and Prasad et al., 2022) ) that LMs making use of prompts do not necessarily follow human language patterns. In particular, the optimized prompts, though inducing strong task performance, tend to be gibberish text without clear human-understandable meaning (e.g.,

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AWS Machine Learning Blog

MARCH 1, 2024

pdf" } }, "score": 0.6389407 }, { "content": { "text": "Property and equipment, net by segment is as follows (in millions): December 31, 2021 2022 2023 North America $ 83,640 $ 90,076 $ 93,632 International 21,718 23,347 24,357 AWS 43,245 60,324 72,701 Corporate 1." }, "location": { "type": "S3", "s3Location": { "uri": "s3:// /amazon-10k-2023.pdf"

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DrivenData Labs

MARCH 30, 2023

Privacy-enhancing technologies (PETs) have the potential to unlock more trustworthy innovation in data analysis and machine learning. Federated learning is one such technology that enables organizations to analyze sensitive data while providing improved privacy protections. What motivated you to participate?

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Dataversity

APRIL 15, 2022

Around this time last year, the 2021 AI in Healthcare Survey was released. The results showed growth in natural language processing (NLP), clinicians becoming primary users of AI technology, and a preference for companies using their own data to validate models, among other findings.

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AWS Machine Learning Blog

NOVEMBER 14, 2023

Instruction fine-tuning Instruction tuning is a technique that involves fine-tuning a language model on a collection of natural language processing (NLP) tasks using instructions. One size may not fit all in the world of machine learning, and fine-tuning is the tailor-made solution you need!

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ODSC - Open Data Science

DECEMBER 19, 2023

billion in 2021 to $331.2 Prompt engineers work closely with data scientists and machine learning engineers to ensure that the prompts are effective and that the models are producing the desired results. Machine Learning Engineer Machine learning engineers are responsible for developing and deploying machine learning models.

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AWS Machine Learning Blog

OCTOBER 26, 2023

Enterprises seek to harness the potential of Machine Learning (ML) to solve complex problems and improve outcomes. To learn more about SageMaker Canvas and how it helps make it easier for everyone to start with Machine Learning, check out the SageMaker Canvas announcement.

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AWS Machine Learning Blog

JUNE 7, 2023

Amazon Textract is a machine learning (ML) service that automatically extracts text, handwriting, and data from any document or image. billion in Q3 2021 and Q3 2022, and $6 million and $(11.3) billion for the nine months ended September 30, 2021 and 2022. (2) See "Note 4 - Commitments and Contingencies." (3)

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IBM Journey to AI blog

NOVEMBER 13, 2023

Kubernetes can also serve as a flexible tool to support batch job processing involved in high performance computing workloads, which enhances data and code portability. And Kubernetes can scale ML workloads up or down to meet user demands, adjust resource usage and control costs.

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AWS Machine Learning Blog

FEBRUARY 25, 2025

In 2021, Applus+ IDIADA , a global partner to the automotive industry with over 30 years of experience supporting customers in product development activities through design, engineering, testing, and homologation services, established the Digital Solutions department.

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AWS Machine Learning Blog

FEBRUARY 6, 2024

In 2021, the pharmaceutical industry generated $550 billion in US revenue. Traditional manual processing of adverse events is made challenging by the increasing amount of health data and costs. The transformer architecture is based on the attention mechanism, which allows the model to learn long-range dependencies between words.

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Towards AI

JULY 24, 2024

Building a multi-hop retrieval is a key challenge in natural language processing (NLP) and information retrieval because it requires the system to understand the relationships between different pieces of information and how they contribute to the overall answer. Virat Kohli stepped down in 2021, and 2.

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DataRobot Blog

MARCH 9, 2022

The company was acquired by DataRobot in 2021. This is one of the reasons why detecting sentiment from natural language (NLP or natural language processing ) is a surprisingly complex task. The post Using Machine Learning for Sentiment Analysis: a Deep Dive appeared first on DataRobot AI Cloud.

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AWS Machine Learning Blog

SEPTEMBER 12, 2023

By implementing a modern natural language processing (NLP) model, the response process has been shaped much more efficiently, and waiting time for clients has been reduced tremendously. In 2021, Scalable Capital experienced a tenfold increase of its client base, from tens of thousands to hundreds of thousands.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

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. Instance vCPU RAM (GB) Processor On-Demand Price (us-east-1) c7g.8xlarge 8xlarge 32 64 Intel Ice Lake $1.36/hr

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AWS Machine Learning Blog

FEBRUARY 19, 2024

Amazon’s revenue in 2021 was $469.8 He specializes in machine learning and generative AI. He works with organizations ranging from large enterprises to early-stage startups on problems related to machine learning. Amazon’s annual revenue increased from $245B in 2019 to $434B in 2022.

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