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Hands-on Random Forest with Python

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Originally published on Towards AI the World's Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale AI and technology startups. Let us help you unleash your technology to the masses. One model may make a wrong prediction.


Understanding Domain Specific Languages(CS)

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Abstract: Numerical simulations can help solve complex problems. Most of these algorithms are massively parallel and thus good candidates for FPGA acceleration thanks to spatial parallelism. Modern FPGA devices can leverage high-bandwidth memory technologies, but when applications are memory-bound designers must craft advanced communication and memory architectures for efficient data movement and on-chip storage. This development process requires hardware design skills that are uncommon in domain-specific experts. In this paper, we propose an automated tool flow from a domain-specific language (DSL) for tensor expressions to generate massively-parallel accelerators on HBM-equipped FPGAs.


Top 5 NLP Libraries To Use in Your Projects

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Originally published on Towards AI the World's Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale AI and technology startups. Let us help you unleash your technology to the masses. NLP is one of the hottest fields in AI.


25+ search engine optimization Phrases To Delete, Add, Or Rethink In The Web3 Period - Channel969

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Today within the search engine optimization world, typically it's extra difficult than ever to inform what's scorching and what's not relating to search engine optimization terminology, phrases, and phrases. As manufacturers and entrepreneurs begin to embrace Web3, the subsequent technology of the web phrases come and go. To make sure you are on prime of it, we tapped the minds of the trade's main search engine optimization and digital advertising and marketing professionals to dissect the over-used, underrated, and up-and-coming search engine optimization phrases. Identical to types change with the season, search engine optimization modifications with the algorithms and the trendy instances. What may need been final season's must-have buzzword simply may be this 12 months's crimson flag ready for a Google penalty. Are we nonetheless speaking about carrying black hats and white hats?


Regulators should encourage adoption of fair-lending algorithms

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In 1869, the English judge Baron Bramwell rejected the idea that "because the world gets wiser as it gets older, therefore it was foolish before." Financial regulators should adopt this same reasoning when reviewing financial institutions' efforts to make their lending practices fairer using advanced technology like artificial intelligence and machine learning. If regulators don't, they risk holding back progress by incentivizing financial institutions to stick with the status quo rather than actively look for ways to make lending more inclusive. The simple, but powerful, concept articulated by Bramwell underpins a central public policy pillar: You can't use evidence that someone improved something against them to prove wrongdoing. In law this is called the doctrine of "subsequent remedial measures." It incentivizes people to continually improve products, experiences and outcomes without fear that their efforts will be used against them.


Yann LeCun's vision for creating autonomous machines

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We are excited to bring Transform 2022 back in-person July 19 and virtually July 20 - 28. Join AI and data leaders for insightful talks and exciting networking opportunities. In the midst of the heated debate about AI sentience, conscious machines and artificial general intelligence, Yann LeCun, Chief AI Scientist at Meta, published a blueprint for creating "autonomous machine intelligence." LeCun has compiled his ideas in a paper that draws inspiration from progress in machine learning, robotics, neuroscience and cognitive science. He lays out a roadmap for creating AI that can model and understand the world, reason and plan to do tasks on different timescales. While the paper is not a scholarly document, it provides a very interesting framework for thinking about the different pieces needed to replicate animal and human intelligence. It also shows how the mindset of LeCun, an award-winning pioneer of deep learning, has changed and why he thinks current approaches to AI will not get us to human-level AI.


Google Affords 8 Ideas On E-Commerce search engine optimisation - Channel969

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Alan Kent from Google revealed a video on search engine optimisation ideas for e-commerce websites, this consists of 8 ideas. You possibly can watch the video embedded beneath or simply learn my abstract of these ideas. Be sure your web page titles together with the model title, colour and sort of product is vital to have in your title. And ensure so as to add structured knowledge to your product web page. Additionally take into consideration your out of inventory merchandise.


Council Post: The AI-First Database Ecosystem

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Bob van Luijt is CEO of SeMI Technologies the company behind the open-source vector search engine Weaviate. A new ecosystem of smaller companies is ushering in a "third wave" of AI-first database technology. New search engines and databases brilliantly answer queries posed in natural language, but their machine-learning models are not limited to text searches. The same approach can also be used to search anything from images to DNA. Much of the software involved is open source, so it functions transparently and users can customize it to meet their specific needs.


Brave's privacy-focused Google alternative lets you customize your search rankings

PCWorld

Brave is probably best known among hardcore geeks as one of Chrome's challengers. But for awhile now, the company has offered more than just a privacy-minded browser. A year ago, it launched the beta for a search engine, too--and now, on its first anniversary, Brave Search has hit a milestone of 2.5 billion queries, with a peak of 14.1 million queries in one day. For a nascent search engine, these numbers are big. As Brave claims in a blog post, it's won this achievement faster than Google (who took over a year to meet the same goal), plus run circles around DuckDuckGo. Its privacy-oriented rival took four years to cross the same threshold.