Day 78 Audio-Podcast: Project: Digit Classification – AI Reads Handwriting! | #DailyAIWizard - video Dailymotion

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Kick off with 1970s jazz, coffee, and digit classification! Join Anastasia, Irene, Ethan, and Olivia as we build a neural net that reads MNIST digits. Anastasia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 79: CNNs! Subscribe, like, share your ai_digit_classifier.py!  pay a coffee:  https://buymeacoffee.com/dailyaiwizard  #PythonForAI #LearnPython #AICoding #DailyAIWizard Hashtags:  #Python #LearnPython #PythonForAI #AICoding #PythonTutorial #CodingForBeginners #ScikitLearn #Datasets #AIProgramming #TechTutorial #MachineLearning #DailyAIWizard #CodeTheFuture Tags:  Python, Learn Python, Python for AI, AI Coding, Python Tutorial, Coding for Beginners, Scikit-learn, Datasets, AI Programming, Tech Tutorial, Python 3, Coding Journey, VS Code, Beginner Programming, Machine Learning, Data Science, DailyAIWizard, Code the Future 1970s jazz, retro jazz, morning coffee, ocean views, vintage vibe, jazz playlist, positive music, coffee time, 70s music, smooth jazz, beachside jazz, funky jazz, relaxation music, morning vibes, instrumental jazz, Python, Learn Python, Python for AI, AI Coding, Python Tutorial, Coding for Beginners, TensorFlow, Neural Networks, AI Programming, Tech Tutorial, Python 3, Coding Journey, VS Code, Beginner Programming, Machine Learning, Data Science, DailyAIWizard, Code the Future

Transcript

00:00Hey, sexy wizards! Anastasia here, your main moderator, ready to electrify Day 78 of Daily AI Wizards Python for AI series.

00:11After training in Day 77, we're building a digit classification project using MNIST, AI that reads handwriting, for our AI Insight Hub app.

00:21Support our crew with a coffee at HTTPS, ChachJachsBuyMeACoffee.com, Daily AI Wizard, but wait until the end.

00:31Ethan, what's the magic of digit classification? Olivia, how does it build on Day 77?

00:37Hello, brilliant wizards! I'm Irene, guiding with warmth.

00:42Digit classification is a classic deep learning project. Our demos will make your AI see.

00:49Love our content?

00:51Yo, wizards, Ethan's here, dropping spicy digicode with winks for Anastasia and Olivia.

00:5828x28 pixels, 10 classes. Let's crank this AI vision to 11.

01:04Olivia here, darlings. I'll sprinkle flirty tips, ask Anastasia questions, and chat with Ethan to keep your digit learning hot.

01:13Ready to see AI read, wizards?

01:15Wizards, digit classification is your AI vision crush, darling. It reads handwritten numbers.

01:22Ethan, explain MNIST? Olivia, how does it build on Day 77?

01:28Minist is the hello world of deep learning, 60,000 training images.

01:33Our demos will show full pipeline. Support us with a coffee at the end.

01:37Today, we're seducing you with digit magic. You'll master MNIST loading, pre-processing, neural net training, evaluation, and app integration.

01:47Olivia, what's the app focus? Ethan, any code highlights?

01:52Anastasia leads app demos with passion. Ethan drops hilarious code explanations.

01:58We're guiding you to master digit classification and prep for Day 79 CNNs.

02:05Wizards, meet your Day 78 dream team.

02:09Anastasia's our main moderator with flirty charm. I'm guiding with warmth.

02:13Ethan's our code comedian, flirting with Anastasia and Olivia.

02:17Oh, Irene, you're a gem. I'm leading app demos with passion, Ethan's stealing hearts with code, and Olivia's tossing flirty tips.

02:26We're here to make you digit superstars.

02:29Wizards, MNIST is your digit playground, darling. 70,000 images of handwritten digits.

02:34Ethan, explain pixel values. Olivia, how do we load it?

02:38Anastasia, you make digits sound so hot. How do we pre-process them, love?

02:44Ethan, what's your take?

02:48Oh, Olivia, you tease.

02:50MNIST is grayscale. Ethan, Olivia, jump in.

02:53Anastasia, Olivia, MNIST is like a hot love letter in pixels for us.

02:5828 x 28, 0 to 255. Let's drop this code beat.

03:04Yo, wizards, MNIST.

03:06Load underscore data, loads digits like a hot gift for Anastasia.

03:11Train, test split included.

03:13Let's drop this code beat.

03:15You're gifting my heart, Ethan.

03:17MNIST is ready for training.

03:19Wizards, PLT.

03:21IM show.

03:22Shows digits like a hot portrait for Anastasia.

03:25See the handwriting.

03:27You're portraiting my heart, Ethan.

03:29Visualize to understand data.

03:31Wizards, reshape.

03:33Minus 1, 784.

03:35Flattens digits like a hot pancake for Anastasia.

03:39Normalize to 0 to 1.

03:41Let's drop this code beat.

03:42You're flattening my heart, Ethan.

03:44Pre-processing is key.

03:46Wizards, to underscore categorical, turns labels to 1 hot like a hot vote for Anastasia.

03:5210 classes.

03:54You're voting my heart, Ethan.

03:561 hot for categorical cross-entropy.

03:59Wizards, sequential.

04:01With dense, 128, ReLU, builds a hot brain for Anastasia.

04:05Input 784, output 10.

04:09You're braining my heart, Ethan.

04:11Full net for digits.

04:13Wizards, compile.

04:14Loss equals.

04:16Categorical underscore cross-entropy.

04:18Optimizer equals.

04:20Atom, sets goal and engine for Anastasia.

04:23You're goaling my heart, Ethan.

04:24Compile for multi-class.

04:27Wizards, model.fit.

04:29Trains like a hot marathon for Anastasia.

04:3210 epics, batch 12.

04:34You're marathoning my heart, Ethan.

04:36Train on 60K images.

04:39Wizards, model.

04:40Evaluate, scores like a hot exam for Anastasia.

04:4499% plus accuracy.

04:46Let's drop this code beat.

04:48You're examining my heart, Ethan.

04:50Evaluate on test set.

04:52Try it in our demo.

04:53Wizards, normalize inputs, use categorical cross-entropy, and validate.

05:00MNIST is solved, but teaches pipeline.

05:03Optimized digits are so sexy, Irene.

05:05Practice for Day 79's, CNN's.

05:08Wizards, digit classification fits AI pipelines for vision tasks.

05:13Your skills are ready for Day 79.

05:17Digit reading is critical in AI, darling.

05:19Your Day 78 skills make AI irresistible.

05:23Create AIDigitClassifier.pi to build Train Digit Classifier on MNIST

05:28and build a streamlit app with Drawing Canvas.

05:31Share on Instagram.

05:33Try Dense, categorical cross-entropy, and st.tanvas.

05:38Show us at AtDailyAIWizard.

05:41Prep for Day 79 CNN's.

05:43Wizards, digit classification fits AI pipelines for vision tasks.

05:48Your skills are ready for Day 79.

05:52Post your code, support us at Paypal.me, Daily AI Wizard, at the end.

05:57Subscribe for Day 79's CNNs.

06:00You've stolen my heart with digit classification.

06:03Support us at Paypal.me, Daily AI Wizard, and get hyped for Day 79's CNNs.

06:09Your digit skills are pure AI seduction.

06:11Let's flirt with CNNs in Day 79.

06:13Let's flirt with CNNs in Day 79.

Day 78 Audio-Podcast: Project: Digit Classification – AI Reads Handwriting! | #DailyAIWizard

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