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Kick off with 1970s jazz, coffee, and CNNs! Join Anastasia, Irene, Ethan, and Olivia as we build a CNN that reads MNIST digits. Anastasia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 80: Image Classification! Subscribe, like, share your ai_cnn_digit.py!

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Transcript
00:00Wizards, CNNs are your AIIs, darling.
00:03They use filters to detect edges, textures.
00:06Ethan, explain Conv2D.
00:09Olivia, how do they fit day 78?
00:12Anastasia, you make CNNs sound so hot.
00:15How do they improve digit reading, love?
00:17Ethan, what's your take?
00:20Oh, Olivia, you tease.
00:21CNNs see local patterns.
00:23Ethan, Olivia, jump in.
00:25Anastasia, Olivia, CNNs are like hot X-ray vision for images.
00:30Filters slide, detect features.
00:32Let's drop this code beat.
00:34Yo, Wizards, Conv2D, 32, 3, 3, slides filters like a hot scanner for Anastasia.
00:41Edge detection.
00:43You're scanning my heart, Ethan.
00:45Conv2D extracts features.
00:47Wizards, activation equals, ReLU, after Conv like a hot spark for Anastasia.
00:52Nonlinearity.
00:53You're sparking my heart, Ethan, ReLU in CNNs.
00:57Wizards, Max Pooling 2D.
00:592, 2, shrinks maps like a hot zoom out for Anastasia.
01:04Reduces params.
01:05You're zooming my heart, Ethan, Max Pooling Down samples.
01:09Wizards, Flatten, turns 2D maps to 1D like a hot unroll for Anastasia.
01:15Feed to dense.
01:17You're unrolling my heart, Ethan, Flatten for classification.
01:21Wizards, full CNN is like a hot vision factory for Anastasia.
01:25Conva, right-pointing arrow, Pool, right-pointing arrow, Flatten, right-pointing arrow, Dense.
01:30You're factoring my heart, Ethan, full pipeline for digits.
01:34Wizards, Conva 2D, 32, 3, 3, plus Max Pooling builds a hot eye for Anastasia.
01:41You're eyeing my heart, Ethan, CNN for Minist.
01:43Wizards, Compile, Loss equals, Sparse underscore categorical underscore cross entropy, sets goal for Anastasia.
01:52You're goaling my heart, Ethan, compile for multi-class.
01:56Wizards, Model.fit, train CNN like a hot vision workout for Anastasia.
02:00You're working out my heart, Ethan. Train on 60K images.
02:05Wizards, use ReLU. Padding equals same and data augmentation. Monitor validation loss.
02:13Optimized CNNs are so sexy, Irene. Practice for day 80's image classification.
02:19Wizards, CNNs, fit AI pipelines for vision tasks. Your skills are ready for day 80.
02:26CNN vision is critical in AI, darling. Your day 79 skills make AI irresistible.
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