AWS Machine Learning Blog

MARCH 29, 2023

The creation of AIDA aligns with the UNDP Strategic Plan 2022–2025 to use digitization and innovation for greater development impact. The UN is currently made up of 193 Member States and has evolved over the years to keep pace with a rapidly changing world. As a learning organization, the UNDP highly values the evaluation function.

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Smart Data Collective

OCTOBER 26, 2023

AI poses a number of benefits and risks for modern businesses. One of the most striking examples is in the field of cybersecurity. One poll found that 56% of companies use AI to enhance their cybersecurity strategies. A number of hackers are using AI to exploit their targets more easily.

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IBM Journey to AI blog

APRIL 18, 2024

Imagine a world where machines aren’t confined to pre-programmed tasks but operate with human-like autonomy and competence. A world where computer minds pilot self-driving cars, delve into complex scientific research, provide personalized customer service and even explore the unknown.

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AWS Machine Learning Blog

APRIL 18, 2023

We want our members to tell us about their military experiences, any schools they’ve attended, and their personal preferences. In his own words, “ RallyPoint is an online social and professional network for veterans, service members, family members, caregivers, and other civilian supporters of the US armed forces.

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Data Science Dojo

JANUARY 12, 2023

Data is loaded into the Hadoop Distributed File System (HDFS) and stored on the many computer nodes of a Hadoop cluster in deployments based on the distributed processing architecture. When it comes to data, there are two main types: data lakes and data warehouses. Which one is right for your business? Let’s take a closer look.

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Hacker News

APRIL 20, 2024

He was a theoretical guy, on leave from the faculty of the Massachusetts Institute of Technology for a stint at the nearby research-and-development company Bolt, Beranek and Newman (BBN). He simply found the problem interesting. The advice I was given was that it would be a bad thing to work on. 1962 and Ph.D. 1962 and Ph.D.

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AWS Machine Learning Blog

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture.

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Hacker News

FEBRUARY 24, 2024

After weeks of confusion and intentional chaos, Apple's plan to kneecap the web has crept into view, menacing a PWApocalypse as the March 6th compliance deadline approaches for the EU's Digital Markets Act (DMA). The view from Cupertino. The immediate impact of iOS 17.4 A regrettable accident, to be sure. Chaos Monkey Business But Wait!

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ODSC - Open Data Science

FEBRUARY 14, 2023

Additionally, the first open-source equivalent of ChatGPT has arrived with PaLM-rlhf-pytorch which is an implementation of RLHF on top of Google’s 540 billion parameters PaLM architecture. Additionally, Microsoft plans to invest $10 billion in OpenAI. ChatGPT is a next-generation language model (referred to as GPT-3.5)

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Precisely

APRIL 3, 2023

Whether you’re a financial services company using data to combat financial crime, a transportation company seeking to minimize your climate impact, or a manufacturing business aiming to optimize your supply chain, digital modernization provides critical insights and visibility, unlocking the information critical to your success.

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Alation

JULY 7, 2022

I had always been fascinated by how people find, organize, and access information, so a metadata management role after school was a natural choice. I spent the next six months taking notes, asking questions, and mastering a different kind of metadata and information management than what I had learned in school.

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Mlearning.ai

JANUARY 17, 2024

And it will change everything. Let us dive into the wild world of genAI. Each section of this story comprises a discussion of the topic plus a curated list of resources, sometimes containing sites with more lists of resources: 20+: What is Generative AI? Classic AI models are usually focused on a single task. Image credit: Yang, Jingfeng et.

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Mlearning.ai

FEBRUARY 7, 2023

1x: How to use it 1x: Nice intro piece of Google Chief Decision Scientist and blogger Cassie Kozyrkov 1x: Praise of ChatGPT by Alberto Romero 1x: Understanding the underlying architecture, the Transformer models — pretty complex — but worth a look even if you cannot grasp everything. Image credit: Author, Midjourney. Oh, ChatGPT!

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Dataconomy

SEPTEMBER 5, 2023

This decision, unfortunately, didn’t pan out as planned, leading to subpar performance and user experience issues. Here’s the lowdown. React Native is like the Swiss Army knife of mobile development, letting you build apps for both Android and iOS using one codebase. Yup, you heard that right—one codebase, two platforms.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

What is Llama 2 Llama 2 is an auto-regressive language model that uses an optimized transformer architecture. The Llama 2 family of large language models (LLMs) is a collection of pre-trained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters.

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AWS Machine Learning Blog

FEBRUARY 8, 2023

Our customers are employing ML in every aspect of their business, including the products and services they build, and for drawing insights about their customers. To build an ML-based application, you have to first build the ML model that serves your business requirement. SageMaker supports automatic scaling (auto scaling) for your hosted models.

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Mlearning.ai

FEBRUARY 16, 2023

The model architecture, the hyperparameters, the dataset, the training script, and whatever else you can imagine. Planning machine learning experiments within a fixed timeframe is a logistical nightmare. The validation accuracy would rise consistently for the first 30 epochs of training and then BAM! It made no sense.

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AWS Machine Learning Blog

MARCH 21, 2023

About 17% of the Amazon rainforest has been destroyed over the past 50 years, and some tropical ecosystems are approaching a tipping point beyond which recovery is unlikely. A key driver for deforestation is raw material extraction and production, for example the production of food and timber or mining operations.

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Hacker News

FEBRUARY 2, 2023

And as a kind of graduation gift when I finished (British) elementary school in June 1972 I arranged to get those books. And as a kind of graduation gift when I finished (British) elementary school in June 1972 I arranged to get those books. There were several shelves of physics books at the local bookstore. Then the third. The second.

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Flipboard

JULY 31, 2023

From email spam filters to voice assistants, movie suggestions, and fraud detection, machine learning plays a vital role in almost every aspect of our lives. Importance and Role of Datasets in Machine Learning Data is king. Algorithms are important and require expert knowledge to develop and refine, but they would be useless without data.

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Google Research AI blog

OCTOBER 26, 2022

Expectation : “Hogwarts is a school of Witchcraft and Wizardry” [expectation is given as text] Answer : “I am not exactly sure, but I think it is a school.” These interactions have unique characteristics that set them apart from other forms of dialogue, yet are not available when learners practice alone at home.

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AWS Machine Learning Blog

FEBRUARY 28, 2023

It enables them to unlock the value of their data, identify trends, patterns, and predictions, and differentiate themselves from their competitors. For example, in the healthcare industry, ML-driven analytics can be used for diagnostic assistance and personalized medicine, while in health insurance, it can be used for predictive care management.

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DrivenData Labs

DECEMBER 7, 2023

The challenge ¶ Falls are the leading cause of injury-related deaths among adults 65 and older. Fall risk can be mitigated through treatment of vision problems, exercise for strength and balance, removal of tripping hazards, and other interventions that appropriately target common fall causes. Guiding questions.

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ODSC - Open Data Science

SEPTEMBER 11, 2023

Researchers & practitioners are now building increasingly large and memory-hungry model architectures to boost accuracy and model quality. learning rates, batch sizes, model architecture variations) to find the most accurate one to deploy. But these scales introduce infrastructural challenges that can’t be ignored. What is Saturn?

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Data Science Dojo

DECEMBER 31, 2023

We saw a booming architecture around this field promising us a future filled with greater productivity and automation. The year 2023 proved to be a game-changer in the progress of generative AI. OpenAI took the lead with its powerful LLM-powered tool called ChatGPT which created a buzz globally. What followed was unexpected. Read more here 3.

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