Day 77 Audio-Podcast: Training a Neural Network – From Data to Intelligence | #DailyAIWizard - video Dailymotion

DailyAIWizard

Kick off with 1970s jazz, coffee, and neural training! Join Anastasia, Irene, Ethan, Sophia, and Olivia as we master epochs, validation, early stopping for Iris. Sophia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 78: Digit Classification! Subscribe, like, share your ai_iris_training.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 ignite Day 77 of Daily AI Wizards Python for AI series.

00:10After optimizers in Day 76, we're diving into training a neural network, the art of turning data into intelligence, for our AI Insight Hub app.

00:19Support our crew with a coffee at paypal.me Daily AI Wizard.

00:24Ethan, what's the magic of training?

00:26Sophia, how does it build on Day 76?

00:28Hello, brilliant wizards. I'm Irene Guiding with Warmth. Training is where models learn from data.

00:37Our demos will show you how to avoid overfitting and converge fast. Love our vibe?

00:44Yo, wizards. Ethan's here, dropping spicy training code with winks for Sophia and Olivia.

00:52Epochs, batches, validation. Let's crank this AI brain to 11.

00:56Sophia here, Ethan, and your charms got me blushing. I'm pumped to lead our app component demos and make training sizzle.

01:06Let's turn data into wisdom, wizards.

01:11Olivia here, darlings. I'll sprinkle flirty tips, ask Anastasia questions, and chat with Ethan to keep your training learning hot.

01:19Ready to learn. Ready to learn, wizards.

01:22Wizards, training is your neural nets gym session, darling. It adjusts weights to minimize loss.

01:28Ethan, explain epochs versus batches.

01:31Sophia, how does it build on Day 76?

01:34Training turns raw data into predictions.

01:38Our demos will show how to monitor and improve learning.

01:42Today, we're seducing you with training magic.

01:45You'll master epics, batch size, validation, overfitting, early stopping, and app integration.

01:52Sophia, what's the app focus?

01:55Irene, any code highlights?

01:57Sophia leads app demos with passion.

02:01Ethan drops hilarious code explanations.

02:04We're guiding you to master training and prep for Day 78's digit classification.

02:12Wizards, meet your Day 77 dream team.

02:16Anastasia's our main moderator with flirty charm.

02:20I'm guiding with warmth.

02:23Ethan's our code comedian.

02:25Flirting with Sophia and Olivia.

02:28Oh, Irene, you're a gem.

02:30Sophia's leading app demos with passion.

02:32Ethan's stealing hearts with code.

02:33And Olivia's tossing flirty tips.

02:36We're here to make you training superstars.

02:39Wizards, training is your neural net's learning loop, darling.

02:42Forward loss, backward update.

02:45Repeat.

02:46Ethan, explain the loop.

02:47Sophia, how does it use Day 76's optimizer?

02:52Anastasia, you make training sound so hot.

02:55How does it avoid overfitting, love?

02:58Ethan, what's your take?

03:00Oh, Olivia, you tease.

03:02Training refines weights.

03:03Ethan, Sophia, jump in.

03:06Anastasia, Olivia, training is like a hot dance for Sophia.

03:11Forward, loss, backward update.

03:14Let's drop this code beat.

03:17Yo, wizards.

03:18Epics equals 50 means 50 full data passes.

03:21Like a hot marathon for Sophia.

03:24More epics, more learning.

03:26Let's drop this code beat.

03:27Wizards, you're marathon-ing my heart, Ethan.

03:31Too many epics overfit.

03:36Wizards, batch underscore size equals 32 trains on mini-batches like a hot snack for Sophia.

03:42Faster, noisier.

03:44Let's drop this code beat.

03:46You're snacking my heart, Ethan.

03:49Batch size affects speed and stability.

03:54Wizards, validation underscore split equals 0.2 holds out 20% like a hot test for Sophia.

04:00Watch for overfitting.

04:02Let's drop this code beat.

04:05You're testing my heart, Ethan.

04:08Validation prevents memorization.

04:12Wizards, overfitting is like a hot student cramming for Sophia.

04:16Perfect on train, fails on test.

04:19Let's drop this code beat.

04:22You're cramming my heart, Ethan.

04:25Use validation to stop it.

04:29Wizards, early stopping, stops training like a hot referee for Sophia.

04:34When val loss stops improving, let's drop this code beat.

04:39You're refereeing my heart, Ethan.

04:42Early stopping saves time.

04:44Wizards, full pipeline is like a hot factory for Sophia.

04:49Data model train validate stop.

04:52Let's drop this code beat.

04:55You're factoring my heart, Ethan.

04:58Full pipeline for robust training.

05:02Wizards, model checkpoint, saves the best model like a hot trophy for Sophia.

05:07Only when val loss improves, let's drop this code beat.

05:11You're trophying my heart, Ethan.

05:15Save best weights.

05:18Wizards, tf.caras.models.load underscore model, loads the best model like a hot comeback for Sophia.

05:26Reuse an app, let's drop this code beat.

05:30You're comebacking my heart, Ethan.

05:33Load for inference.

05:36Try it in our demo.

05:37Wizards, use validation.

05:41Early stopping and save best model.

05:44Monitor loss curves.

05:47Optimized training is so sexy, Irene.

05:49Practice for Day 78's digit classification.

05:52Wizards, training fits AI pipelines for production models.

05:57Your skills are ready for Day 78.

06:01Training is critical in AI, darling.

06:04Your Day 77 skills make AI irresistible.

06:08Create AII iris.

06:10Training.pi to build, train with validation, and early stopping.

06:14Save best model for iris and build a streamlit app.

06:18Share on Instagram.

06:19Try early stopping, model checkpoint, and st.progress.

06:25Show us at atdailyaiwizard.

06:28Prep for Day 78's digit classification.

06:32Subscribe, like, share your AI iris training.pi.

06:38Join Discord or X.

06:40Post your code.

06:42Support us at paypal.me dongdailyaiwizard.

06:45Subscribe for Day 78's digit classification.

06:49You've stolen my heart with training.

06:51Support us at paypal.me or Daily AI Wizard

06:53and get hyped for Day 78's digit classification.

06:57Proud of you.

06:58Share your AI iris training py on Daily AI Wizard.

07:04Subscribe for Day 78's digit classification adventure.

07:08Your training skills are pure AI seduction.

07:12Let's flirt with digit classification in Day 78.

Day 77 Audio-Podcast: Training a Neural Network – From Data to Intelligence | #DailyAIWizard

Category

Transcript

Be the first to comment

Recommended