AWS Machine Learning Blog

OCTOBER 6, 2023

For instance, in an application that recommends movies, features could include previous ratings, preference categories, and demographics. Solution overview Let’s imagine a scenario where a movie entertainment company promotes movies to different users via an email campaign. This can be done with algorithms like XGBoost.

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IBM Journey to AI blog

APRIL 11, 2024

Moreover, the OECD places legally enforceable AI regulations and standards in a separate category from the initiatives mentioned earlier, in which it lists an additional 337 initiatives. Private companies prioritize economic prosperity, focusing on efficiency and productivity that drives business success and shareholder value.

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Cold Takes

JANUARY 25, 2023

One category is messages that generically emphasize the importance and potential imminence of powerful AI systems. 3 ) Another category is messages that emphasize that AI could be risky/dangerous to the world, without much effort to fill in how , or with an emphasis on easy-to-understand risks.

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AWS Machine Learning Blog

JANUARY 26, 2024

Some risks may be acceptable to your business, and a threat modeling exercise can help your company identify what your acceptable risk appetite is. Work backward from production use of generative AI by developing a threat model for each application using traditional security risks as well as generative AI-specific risks.

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Flipboard

JULY 31, 2023

Helping You Find the Best Datasets In this blog post, we aim to empower both seasoned and novice data scientists by providing a comprehensive guide to the top machine learning datasets available in 2023. Image classification involves assigning a label to an image from a predetermined set of categories.

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Topbots

SEPTEMBER 11, 2023

Often, companies assume that all they need to include AI in their offering is to hire AI experts and let them play the technical magic. Now, with the ubiquitous proliferation of AI since the publication of ChatGPT in 2022, companies can no longer afford to use AI as a “lighthouse” feature to show off their technological acumen.

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IBM Journey to AI blog

DECEMBER 20, 2023

Cloud computing services and management products fall into three primary categories: Software-as-a-Service (SaaS) offers applications hosted on a cloud server and distributed to end-users over the public internet. Does your company need services to accelerate cloud migration ?

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O'Reilly Media

NOVEMBER 28, 2023

Our survey focused on how companies use generative AI, what bottlenecks they see in adoption, and what skills gaps need to be addressed. As of November 2023: Two-thirds (67%) of our survey respondents report that their companies are using generative AI. And only 33% report that their companies aren’t using AI at all.

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Flipboard

MARCH 6, 2023

In just the past few months, we’ve already seen how generative AI is setting the business agenda for major tech companies. Media companies like BuzzFeed are using it to generate listicles and help with the reporting process. Which is why so many businesses, giant and small, are jumping to capitalize on it.

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AWS Machine Learning Blog

MAY 1, 2024

Additionally, there are concerns about the potential for discrimination and bias, as the algorithm may not be accurate or fair to individuals from different backgrounds or cultures. In the Chat Playground , choose the category of fine-tuned models, select your Canvas- prefixed model, and the provisioned throughput.

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The MLOps Blog

OCTOBER 3, 2023

For example, what are cultural or social norms that we just kind of accept without too much thought? I didn’t finish the Springboard one for MLOps, because I’d gotten a couple of job offers by that point for four or five different companies for an MLOps engineer role. So that seemed like the logical area of study.

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Marktechpost

JULY 23, 2023

Learn about their pricing, stock performance, earnings reports, service policies, and corporate culture. This program examines your competition to determine the best keyword for your company and the most popular keyword they are employing. How well-known is the competition’s brand in the industry?

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The MLOps Blog

JANUARY 23, 2023

In this article, I share how our reality as the MLOps tooling company and my personal views on MLOps agree (and disagree) with it. Founded two successful software services companies. Most of our customers are doing ML/MLOps at a reasonable scale, NOT at the hyperscale of big-tech FAANG companies. Some are my 3–4 year bets.

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Snorkel AI

MARCH 1, 2023

This differs from previous generations of machine learning architectures, which fell into two categories: supervised and unsupervised. However, the models may struggle with translating idiomatic expressions, cultural references, or other language-specific nuances that human translators would likely handle better.

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IBM Journey to AI blog

JULY 7, 2023

Knowledge workers, typically those with advanced training and years of experience, have become a valuable asset for companies worldwide. When knowledge workers leave the company, businesses face another challenge—finding a way to document, share and retain their knowledge to extend its benefits throughout the company.

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Pickl AI

DECEMBER 21, 2023

This blog delves into the transformative role of Data Visualization, decoding its various forms, from bar charts to radar charts. It emphasizes how effective visualization enhances comprehension, empowers decision-makers, and fosters a data-driven culture. Companies are generating huge volumes of data every day.

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TheSequence

AUGUST 30, 2023

I am an Investor at Sapphire Ventre’s early-stage fund, Saphire Sport, where I invest in early-stage companies at the nexus of technology and culture. Before joining Sapphire, I worked my whole career at technology start-ups and large technology companies such as Cisco and SAP. It’s a great question.

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Google Research AI blog

AUGUST 25, 2023

We answer core questions, such as: How can we use ML to responsibly and faithfully model human perception of demographic, cultural, and social identities in order to promote fairness and inclusion? What kinds of system biases (e.g., It hinges on how different observers perceive themselves, their communities, or how others are represented.

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AWS Machine Learning Blog

JANUARY 17, 2024

Solution overview In this blog, we will walk through the following scenarios : Deploy Llama 2 on AWS Inferentia instances in both the Amazon SageMaker Studio UI, with a one-click deployment experience, and the SageMaker Python SDK. The most important organization representing ethnic Greeks is the Greek Cultural Association of Tashkent.

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deepsense.ai

JUNE 4, 2023

OpenAI is an artificial intelligence company founded in December 2015. Its influence in terms of making AI available to a large community of users and becoming part of pop culture has been nothing short of spectacular. What is OpenAI and what is the role of Microsoft in the equation?

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Cold Takes

JANUARY 5, 2023

Political regimes, ideologies, and cultures all come and go (and evolve). Any individual company, government, etc. But - as noted directly above - I have big reservations about the most common “competition”-oriented actions, such as trying to help particular companies outcompete others or trying to get U.S.

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Google Research AI blog

JANUARY 24, 2023

Sociotechnical Research In our quest to include a diverse range of cultural contexts and voices in AI development and evaluation, we have strengthened community-based research efforts, focusing on particular communities who are less represented or may experience unfair outcomes of AI. The 10 shades of the Monk Skin Tone Scale.

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