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The 2021 Executive Guide To Data Science and AI

Applied Data Science

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 ? Give this technique a try to take your team’s ML modelling to the next level.

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Three ways to help everyone make fast, data-driven decisions with modern BI

Tableau

October 15, 2021 - 3:47am. November 22, 2021. Using AI, machine learning (ML), and other statistical methods to solve business problems has largely been the domain of data scientists. While AI, ML, and natural language capabilities can be highly technical, they can also be made approachable. Loreal Lynch.

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Three ways to help everyone make fast, data-driven decisions with modern BI

Tableau

October 15, 2021 - 3:47am. November 22, 2021. Using AI, machine learning (ML), and other statistical methods to solve business problems has largely been the domain of data scientists. While AI, ML, and natural language capabilities can be highly technical, they can also be made approachable. Loreal Lynch.

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Few-shot prompt engineering and fine-tuning for LLMs in Amazon Bedrock

AWS Machine Learning Blog

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. Amazon Earnings call transcript for Q1 2021. Amazon Earnings call transcript for Q2 2021. Company earnings calls are crucial events that provide transparency into a company’s financial health and prospects.

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Rethinking Large Language Models for NLP: Alternatives and Efficiency

Mlearning.ai

They made a hypothesis testing with the Chinchilla model. This highlights the need for more sustainable approaches to model development and training, especially as the use of LLMs becomes more widespread. The carbon footprints of these models range from 3.2 Also, energy consumption is at a high level. Gonzalez, J., Munguia, L.-M.,

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How Data Science and AI is Changing the Future

Pickl AI

Bureau of Labor Statistics predicts that employment for Data Scientists will grow by 36% from 2021 to 2031 , making it one of the fastest-growing professions. AI encompasses various subfields, including Machine Learning (ML), Natural Language Processing (NLP), robotics, and computer vision. Furthermore, the U.S.

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What We Learned Auditing Sophisticated AI for Bias

O'Reilly Media

The government of the Netherlands resigned in 2021 after an algorithmic system wrongly accused 20,000 families–disproportionately minorities–of tax fraud. t -, x 2 -, binomial z -, or Fisher’s exact tests). Leading scientific publications assert that algorithms used in healthcare in the U.S. Data can be wrong. Predictions can be wrong.

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