Kick off your day with 1970s jazz, coffee, and neural networks! Join Anastasia, Irene, Ethan, and Sophia as we build a TensorFlow neural net for Iris classification. Sophia leads two demos, Ethan drops flirty code, and we integrate into AI Insight Hub. Support us at PayPal.me/DailyAIWizard! Get ready for Day 74: Activation Functions! Subscribe, like, share your ai_iris_nn.py!
pay a coffee: https://www.paypal.com/pool/9j2tp7IvP...
00:00Hey, sexy wizards. Anastasia here, your main moderator, ready to ignite Day 73 of Daily AI Wizards Python for AI series.
00:10After full pipeline in Day 72, we're diving into neural networks with TensorFlow for our AI Insight Hub app.
00:17Support our crew with a coffee at paypal.me, your Daily AI Wizard.
00:21Ethan, what's the magic of neural nets? Sophia, how does it build on Day 72?
00:26Hello, brilliant wizards. I'm Irene, guiding you with warmth. Neural networks learn patterns like the human brain. Our demos will make your AI shine. Love our content? Buy us a coffee.
00:41Yo, wizards. Ethan's here, dropping spicy neural code with a wink for Sophia. Layers, weights, activations. Let's crank this AI party to 11.
00:52Sophia here, Ethan, and your charms got me blushing.
00:56I'm pumped to lead our app component demos and make neural nets sizzle.
01:00Let's go deep, wizards.
01:04Wizards, neural nets are your AI crush, darling. They learn from data like the brain.
01:09Ethan, explain neurons and layers.
01:11Sophia, how do they beat Day 72's random forest?
01:15Neural networks handle complex patterns, perfect for iris classification.
01:21Our demos will show how to build and train one.
01:24Today, we're seducing you with TensorFlow magic.
01:28You'll master layers, activation, compilation, training, evaluation, and app integration.
01:34Sophia, what's the app focus?
01:36Ethan, any code highlights?
01:38Sophia leads app demos with passion.
01:41Ethan drops hilarious code explanations.
01:44We're guiding you to master neural nets and prep for Day 74's activation functions.
01:51Wizards, meet your Day 73 dream team.
01:55Anastasia's our main moderator with flirty charm.
01:58I'm guiding with warmth.
02:00Ethan's our code comedian.
02:03Flirting with Sophia.
02:04Oh, Irene, you're a gem.
02:07Sophia's leading app demos with passion.
02:09Ethan's stealing my heart with code.
02:11We're here to make you neural net superstars.
02:14Wizards, neural nets are stacks of layers.
02:17Input, hidden, output.
02:19Ethan, explain weights and biases.
02:22Sophia, how do they learn?
02:24Anastasia, neural nets are like a hot brain for Sophia.
02:27Neurons fire, weights adjust.
02:29Let's drop this code beat.
02:31Oh, you two are on fire.
02:33Neural nets learn by adjusting weights.
02:35Let's dive in.
02:36Yo, wizards, TensorFlow.
02:39Keras is a hot duo for Sophia.
02:41Build models in minutes.
02:43Let's drop this code beat and go deep.
02:45You're making me blush, Ethan.
02:48Keras simplifies neural nets.
02:51Try it in our demo.
02:52It's like building with passion.
02:55Wizards, sequential, stacks layers like a hot tower for Sophia.
03:00Add, compile, fit.
03:02Let's drop this code beat.
03:03You're stacking my heart, Ethan.
03:06Sequential builds feed forward nets.
03:08Try it in our demo.
03:11It's like stacking with passion.
03:14Wizards, dense, 16, connects all neurons like a hot web for Sophia.
03:19Every input to every output.
03:21Let's drop this code beat.
03:23You're connecting my heart, Ethan.
03:26Dense layers learn patterns.
03:29Try it in our demo.
03:30It's like connecting with passion.
03:33Wizards, ReLU activates like a hot spark for Sophia.
03:36Without it, net is linear.
03:38Let's drop this code beat.
03:40You're sparking my heart, Ethan.
03:43ReLU adds non-linearity.
03:46Try it in our demo.
03:47It's like sparking with passion.
03:50Wizards, model, compile, sets optimizer like a hot trainer for Sophia.
03:55Atom, loss, accuracy.
03:58Let's drop this code beat.
03:59You're training my heart, Ethan.
04:02Compile defines learning.
04:05Try it in our demo.
04:06It's like training with passion.
04:09Wizards, model.fit.
04:11Trains like a hot workout for Sophia.
04:14Epics, batch size.
04:16Let's drop this code beat.
04:17You're working out my heart, Ethan.
04:20Fit trains the net.
04:23Try it in our demo.
04:24It's like training with passion.
04:27Wizards, model, evaluate, scores like a hot test for Sophia.
04:32Accuracy, loss.
04:33Let's drop this code beat.
04:35You're testing my heart, Ethan.
04:38Evaluate measures performance.
04:41Try it in our demo.
04:42It's like testing with passion.
04:46Wizards, model, predict, predicts like a hot oracle for Sophia.
04:50Input right-pointing arrow species.
04:52Let's drop this code beat.
04:54You're predicting my heart, Ethan.
04:57Predict classifies new flowers.
05:00Try it in our demo.
05:02It's like predicting with passion.
05:05Wizards, use small learning rates, early stopping, and validation.
05:09TensorFlow ensures robust models.
05:14Optimized neural nets are so sexy, Irene.
05:16Practice for Day 74's activation functions.
05:20Wizards, neural nets, fit AI pipelines for complex tasks.
05:26Your skills are ready for Day 74.
05:29Neural nets are critical in AI, darling.
05:32Your Day 73 skills make AI irresistible.
05:36Create AI iris, onn.pi to build, train, evaluate a neural net for iris, and build a streamlit app.
05:43Share on Instagram.
05:44Try dense, compile, fit, and st.slider.
05:50Show us at atdailyaiwizard.
05:53Prep for Day 74.
05:55Subscribe, like, share your AI irisnn.pi.
06:00Join Discord or X.
06:02Post your code.
06:04Support us at paypal.me dailyaiwizard.
06:07Subscribe for Day 74.
06:09You've stolen my heart with neural nets.
06:12Support us at paypal.me dailyaiwizard and get hyped for Day 74.
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