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๐Ÿ”ฅ As you know ML has proven its importance in many fields, like computer vision, NLP, reinforcement learning, adversarial learning, etc .. Unfortunately, there is a little work to make machine learning accessible for Arabic-speaking people. Arabic language has many complicated features compared to other languages. First, Arabic language is written right to left. Second, it contains many letters that cannot be pronounced by most foreigners like ุถ ุŒ ุบ ุŒ ุญ ุŒ ุฎุŒ ุธ. Moreover, Arabic language contains special characters called Diacritics which are special characters that help readers pronounced words correctly. For instance the statement ุงู„ุณูŽู‘ู„ุงู…ู ุนูŽู„ูŽูŠู’ูƒูู…ู’ ูˆูŽุฑูŽุญู’ู…ูŽุฉู ุงู„ู„ูŽู‘ู‡ู ูˆูŽุจูŽุฑูŽูƒูŽุงุชูู‡ู containts special characters after most of the letters. The diactrics follow special rules to be given to a certain character. These rules are construct a complete area called ุงู„ู†ูŽู‘ุญู’ูˆู ุงู„ู’ุนูŽุฑูŽุจููŠูู‘. Compared to English, the Arabic language words letters are mostly connected ุงู„ู„ุบุฉ as making them disconnected is difficult to read ุง ู„ ู„ ุบ ุฉ. ArbML helps fixing this by implementing many open-source projects that support Arabic, ML and NLP.

https://github.com/zaidalyafeai/ARBML

#machinelearning #deeplearning #artificialintelligence #nlp

โ‡๏ธ @AI_Python_EN



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๐Ÿ”ฅ As you know ML has proven its importance in many fields, like computer vision, NLP, reinforcement learning, adversarial learning, etc .. Unfortunately, there is a little work to make machine learning accessible for Arabic-speaking people. Arabic language has many complicated features compared to other languages. First, Arabic language is written right to left. Second, it contains many letters that cannot be pronounced by most foreigners like ุถ ุŒ ุบ ุŒ ุญ ุŒ ุฎุŒ ุธ. Moreover, Arabic language contains special characters called Diacritics which are special characters that help readers pronounced words correctly. For instance the statement ุงู„ุณูŽู‘ู„ุงู…ู ุนูŽู„ูŽูŠู’ูƒูู…ู’ ูˆูŽุฑูŽุญู’ู…ูŽุฉู ุงู„ู„ูŽู‘ู‡ู ูˆูŽุจูŽุฑูŽูƒูŽุงุชูู‡ู containts special characters after most of the letters. The diactrics follow special rules to be given to a certain character. These rules are construct a complete area called ุงู„ู†ูŽู‘ุญู’ูˆู ุงู„ู’ุนูŽุฑูŽุจููŠูู‘. Compared to English, the Arabic language words letters are mostly connected ุงู„ู„ุบุฉ as making them disconnected is difficult to read ุง ู„ ู„ ุบ ุฉ. ArbML helps fixing this by implementing many open-source projects that support Arabic, ML and NLP.

https://github.com/zaidalyafeai/ARBML

#machinelearning #deeplearning #artificialintelligence #nlp

โ‡๏ธ @AI_Python_EN

BY AI, Python, Cognitive Neuroscience


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How to Use Bitcoin?

n the U.S. people generally use Bitcoin as an alternative investment, helping diversify a portfolio apart from stocks and bonds. You can also use Bitcoin to make purchases, but the number of vendors that accept the cryptocurrency is still limited. Big companies that accept Bitcoin include Overstock, AT&T and Twitch. You may also find that some small local retailers or certain websites take Bitcoin, but youโ€™ll have to do some digging. That said, PayPal has announced that it will enable cryptocurrency as a funding source for purchases this year, financing purchases by automatically converting crypto holdings to fiat currency for users. โ€œThey have 346 million users and theyโ€™re connected to 26 million merchants,โ€ says Spencer Montgomery, founder of Uinta Crypto Consulting. โ€œItโ€™s huge.โ€

Telegram today rolling out an update which brings with it several new features.The update also adds interactive emoji. When you send one of the select animated emoji in chat, you can now tap on it to initiate a full screen animation. The update also adds interactive emoji. When you send one of the select animated emoji in chat, you can now tap on it to initiate a full screen animation. This is then visible to you or anyone else who's also present in chat at the moment. The animations are also accompanied by vibrations. This is then visible to you or anyone else who's also present in chat at the moment. The animations are also accompanied by vibrations.

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