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𝗧𝗵𝗲 𝗺𝗮𝘁𝗵 𝗯𝗲𝗵𝗶𝗻𝗱 𝗯𝗮𝗰𝗸𝗽𝗿𝗼𝗽𝗮𝗴𝗮𝘁𝗶𝗼𝗻 Backpropagation sounds complex, but the idea is simple. It’s how a neural network learns from its mistakes. ⇢ The model makes a prediction
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𝗧𝗵𝗶𝘀 𝗶𝘀 𝗵𝗼𝘄 𝗔𝗜 𝗮𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝘂𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝘀 𝘄𝗼𝗿𝗱𝘀 AI does not read language the way humans do. It does not know meanings, grammar, or intent. What it learns are patterns of
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Diffusion Models: Visualised Imagine starting with pure noise #Random pixels No structure at all Now watch the process unfold ⇨ Noise is gradually removed ⇨ Hidden patterns start appearing ⇨ Shapes
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Top 5 Powerful Websites You Should Know.
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𝐌𝐈𝐓 𝐞𝐱𝐩𝐥𝐚𝐢𝐧𝐬 𝐃𝐢𝐣𝐤𝐬𝐭𝐫𝐚’𝐬 𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦 𝐢𝐧 𝐚 𝐰𝐚𝐲 𝐲𝐨𝐮’𝐥𝐥 𝐧𝐞𝐯𝐞𝐫 𝐟𝐨𝐫𝐠𝐞𝐭 Here’s the thing. Dijkstra’s Algorithm isn’t about graphs on a blackboard. It’s about
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This animation breaks it down What you’re seeing is how models like ChatGPT take human language… and convert it into vectors in 3D space. Words with similar meaning end up closer. Opposites move furt
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𝗘𝘃𝗲𝗿𝘆𝗼𝗻𝗲 𝗶𝘀 𝗰𝗵𝗲𝗲𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝘁𝗵𝗲 𝗔𝗜 𝗿𝗮𝗰𝗲. 𝗪𝗵𝗼 𝗵𝗮𝘀 𝘁𝗵𝗲 𝗯𝗶𝗴𝗴𝗲𝘀𝘁 𝗰𝗹𝘂𝘀𝘁𝗲𝗿𝘀? 𝗪𝗵𝗼 𝗵𝗮𝘀 𝘁𝗵𝗲 𝗹𝗮𝗿𝗴𝗲𝘀𝘁 𝗽𝗮𝗿𝗮𝗺𝗲𝘁𝗲𝗿 𝗰𝗼𝘂𝗻𝘁? But here’s
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𝙉𝙚𝙪𝙧𝙖𝙡 𝙉𝙚𝙩𝙬𝙤𝙧𝙠 𝙇𝙚𝙖𝙧𝙣𝙨 𝙖 𝘾𝙤𝙪𝙣𝙩𝙧𝙮’𝙨 𝘽𝙤𝙧𝙙𝙚𝙧 How does a neural network see geography? Not with maps Not with politics But with patterns in data Imagine we feed coordina
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𝐇𝐨𝐰 𝐓𝐞𝐱𝐭-𝐭𝐨-𝐈𝐦𝐚𝐠𝐞 𝐌𝐨𝐝𝐞𝐥𝐬 𝐔𝐬𝐞 𝐃𝐢𝐟𝐟𝐮𝐬𝐢𝐨𝐧 When you type a cat wearing sunglasses on a skateboard and Stable Diffusion actually draws it what’s happening inside? It all c
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Top 5 Deep Learning Papers of All Time.
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𝙆-𝙉𝙚𝙖𝙧𝙚𝙨𝙩 𝙉𝙚𝙞𝙜𝙝𝙗𝙤𝙪𝙧𝙨 𝙀𝙭𝙥𝙡𝙖𝙞𝙣𝙚𝙙 𝙞𝙣 𝙥𝙡𝙖𝙞𝙣 𝙚𝙣𝙜𝙡𝙞𝙨𝙝 Ever wondered how an algorithm makes decisions just by looking around? That’s KNN for you it learns nothing d
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How Neural Networks Actually Learn Step by Step When you train a neural network, it doesn’t “just work.” It learns by failing — and fixing itself. The engine behind that? Gradient Descent. Here’s th
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About @arif.codes

Arif Alam is a Instagram growing creator. With 933 followers and 76 posts, arif.codes's account shows a follower-to-following ratio of 933.0:1. View all content anonymously on Pictame - no login required.

arif.codes's engagement rate sits at 0.25%. For accounts with 1K-10K followers, the average is around 5%, so there's some room to grow — though every community is unique.

Out of the last 12 posts, 100% are videos and 0% are photos. Content shows up about every 23 days. Captions lean detailed, averaging 840 characters.

0.25% engagement rate — room to grow compared to average for 1K-10K follower accounts.
Posts about every 23 days.
933.0:1 follower-to-following ratio.

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@arif.codes

Arif Alam

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