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This post is divided into three parts; they are: • Understanding Word Embeddings • Using Pretrained Word Embeddings • Training Word2Vec with Gensim • Training Word2Vec with PyTorch • Embeddings in Transformer Models Word embeddings represent words as dense vectors in a continuous space, where semantically similar words are positioned close to each other. Source…
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More As the scale of enterprise AI operations continues to grow, having access to data is no longer enough. Enterprises now must have reliable, consistent and accurate access to data. That’s a realm where distributed SQL database…
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Feature engineering is a key process in most data analysis workflows, especially when constructing machine learning models. Source link
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AI hallucinations are becoming more dangerous as models are increasingly trusted to surface information and make critical decisions. We’ve all got that know-it-all friend that can’t admit when they don’t know something, or resorts to giving dodgy advice based on something they’ve read online. Hallucinations by AI models are like that friend, but this one…
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Enterprise AI teams face a costly dilemma: build sophisticated agent systems that lock them into specific large language model (LLM) vendors, or constantly rewrite prompts and data pipelines as they switch between models. Financial technology giant…
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Epic Games unveiled the State of Unreal in a keynote speech by CEO Tim Sweeney at the Unreal Fest in Orlando, Florida. Epic Games unveiled a stunning tech demo with CD Projekt Red, the maker of the Witcher series, as it showed off the tech behind The Witcher 4 on Unreal Engine 5.6. This post…
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Automotive car makers, suppliers, semiconductor manufacturers and ecosystem partners announced the formation of the OpenGMSL Association, an initiative to change the future of in-vehicle connectivity. Consumer demands for automotive systems such as Advanced Driver Assistance Systems (ADAS), infotainment, and autonomous driving are rapidly increasing. The new group was championed by Analog Devices. ADAS relies on…
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Creativ Company is emerging today as a new kind of market intelligence company. It uses AI to do do sentiment analysis.Read More Source link
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The open-source PostgreSQL (sometimes also referred to as Postgres) is apparently a very hot commodity for big enterprise data platform vendors. Snowflake is acquiring privately-held PostgreSQL provider Crunchy Data, in a deal that is reportedly valued…
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Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More The investing world has a significant problem when it comes to data about small and medium-sized enterprises (SMEs). This has nothing to do with data quality or accuracy — it’s the lack of any data at…