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How companies are building sustainable AI and ML initiatives

O'Reilly on Data

In 2017, we published “ How Companies Are Putting AI to Work Through Deep Learning ,” a report based on a survey we ran aiming to help leaders better understand how organizations are applying AI through deep learning. We found companies were planning to use deep learning over the next 12-18 months.

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Cropin’s agriculture industry cloud to provide apps, data frameworks

CIO Business Intelligence

The third layer, Cropin Intelligence, uses the company’s 22 prebuilt AI and deep-learning models to provide insights about crop detection, crop stage identification, yield estimation, irrigation scheduling, pest and disease prediction, nitrogen uptake, water stress detection, harvest date estimation, and change detection, among others.

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Top Data Science Tools That Will Empower Your Data Exploration Processes

datapine

Data science tools are used for drilling down into complex data by extracting, processing, and analyzing structured or unstructured data to effectively generate useful information while combining computer science, statistics, predictive analytics, and deep learning. The TIOBE index confirms that the popularity of Python is increasing.

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Will enterprises soon keep their best gen AI use cases under wraps?

CIO Business Intelligence

Sandra Castillo, senior scientist and computational biologist at Finland research organization VTT, is using gen AI to design new protein sequences based on what can be learned from nature. The new sequences are then tested at the VTT lab by using E. coli or other bacterial hosts to express the proteins.

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10 celebri disastri provocati dall’intelligenza artificiale

CIO Business Intelligence

Derek Driggs, ricercatore di ML presso l’Università di Cambridge, insieme ai suoi colleghi, ha pubblicato un articolo su Nature Machine Intelligence [in inglese] che esplorava l’uso di modelli deep learning per diagnosticare il virus. Il documento ha stabilito che la tecnica non è adatta all’uso clinico.

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ChatGPT, the rise of generative AI

CIO Business Intelligence

A transformer is a type of AI deep learning model that was first introduced by Google in a research paper in 2017. ChatGPT was trained with 175 billion parameters; for comparison, GPT-2 was 1.5B (2019), Google’s LaMBDA was 137B (2021), and Google’s BERT was 0.3B (2018). What is ChatGPT? ChatGPT is a product of OpenAI.

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Shopping with Fraud Protection and Adaptive Artificial Intelligence

CIO Business Intelligence

That wasn’t a fluke either, as the 2019 numbers were four times higher than 2018. Modern data analytics spans a range of technologies, from dedicated analytics platforms and databases to deep learning and artificial intelligence (AI). Just starting out with analytics?