Day 76 Audio-Podcast: Optimizers – The Engine of Neural Learning | #DailyAIWizard - video Dailymotion

DailyAIWizard

Kick off with 1970s jazz, coffee, and optimizers! Join Anastasia, Irene, Ethan, Sophia, and Olivia as we compare SGD, Adam, RMSprop for Iris classification. Sophia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 77: Training a Neural Network! Subscribe, like, share your ai_iris_optimizers.py!  pay a coffee:  https://www.paypal.com/pool/9j2tp7IvP...  #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 accelerate Day 76 of Daily AI Wizards Python for AI series.

00:09After loss functions in Day 75, we're diving into Optimizers, the heartbeat of neural nets, for our AI Insight Hub app.

00:18Ethan, what's the power of Optimizers? Sophia, how do they build on Day 75?

00:24Hello, brilliant wizards. I'm Irene, guiding with warmth.

00:29Optimizers minimize loss faster and smarter. Our demos will make your AI fly.

00:36Love our content? Buy us a coffee.

00:39Yo, wizards, Ethan's here, dropping spicy optimizer code with winks for Sophia and Olivia.

00:45Adam, RMS prop, SGD. Let's crank this AI engine to 11.

00:51Sophia here, Ethan, and your charms got me blushing.

00:55I'm pumped to lead our app component demos and make optimizers sizzle.

01:00Let's accelerate learning, wizards.

01:04Olivia here, darlings.

01:06I'll sprinkle flirty tips, ask Anastasia questions, and chat with Ethan to keep your optimizer learning hot.

01:13Ready to speed up, wizards?

01:15Wizards, optimizers are your neural net coach, darling.

01:18They update weights to minimize loss.

01:21Ethan, explain SGD versus Atom.

01:24Sophia, how do they speed up Day 75?

01:28Optimizers find the fastest path down the loss landscape, crucial for iris classification.

01:35Our demos will show real speed gains.

01:39Today we're seducing you with optimizer magic.

01:41You'll master SGD, Atom, RMS prop, compare convergence, and integrate into the app.

01:48Sophia, what's the app focus?

01:50Ethan, any code highlights?

01:52Sophia leads app demos with passion.

01:55Ethan drops hilarious code explanations.

01:59We're guiding you to master optimizers and prep for Day 77's Training a Neural Network.

02:06Wizards, meet your Day 76 Dream Team.

02:10Anastasia's our main moderator with Flirty Charm.

02:13I'm guiding with warmth.

02:15Ethan's our code comedian, flirting with Sophia, and Olivia.

02:20Oh, Irene, you're a gem.

02:23Sophia's leading app demos with passion, Ethan's stealing hearts with code, and Olivia's tossing flirty tips.

02:29We're here to make you optimizer superstars.

02:32Wizards, optimizers are your gradient descent coach, darling.

02:36They use momentum, adaptivity, and more.

02:39Ethan, explain Atom's magic.

02:41Sophia, how do they beat Day 75?

02:44Anastasia, you make optimizers sound so hot.

02:47How do they improve training, love?

02:49Ethan, what's your take?

02:51Oh, Olivia, you tease.

02:53Optimizers make neural nets learn faster.

02:56Ethan, Sophia, jump in.

02:59Anastasia, Olivia, optimizers are like hot engines for Sophia.

03:03Atom adapts, RMS prop remembers.

03:05Let's drop this code beat.

03:07Yo, Wizards, SGD.

03:09Is the AUG optimizer, like a hot sprinter for Sophia.

03:13Fast but noisy.

03:14Let's drop this code beat.

03:16You're sprinting my heart, Ethan.

03:19SGD is simple but needs tuning.

03:23Wizards, SGD.

03:25Momentum equals 0.9.

03:27Adds velocity like a hot roller coaster for Sophia.

03:30Smoother, faster.

03:32Let's drop this code beat.

03:34You're rolling my heart, Ethan.

03:37Momentum accelerates in ravines.

03:41Wizards, Atom, adapts like a hot chameleon for Sophia.

03:45Combines momentum and RMS prop.

03:47Let's drop this code beat.

03:49You're adapting my heart, Ethan.

03:51Atom is default for a reason.

03:54Wizards, RMS prop.

03:58Normalizes gradients like a hot equalizer for Sophia.

04:01Great for RNNs.

04:03Let's drop this code beat.

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

04:08RMS prop handles non-stationary objectives.

04:12Wizards, compare optimizers like a hot race for Sophia.

04:16Atom wins, but SGD is lightweight.

04:18Let's drop this code beat.

04:20You're racing my heart, Ethan.

04:24Comparison shows best for Iris.

04:27Wizards, build nets with optimizer equals, Atom, like a hot experiment for Sophia.

04:33Test each.

04:34Let's drop this code beat.

04:36You're experimenting my heart, Ethan.

04:39Different optimizers for different tasks.

04:44Wizards, model.fit, trains with different optimizers like a hot race for Sophia.

04:48See which converges best.

04:51Let's drop this code beat.

04:53You're racing my heart, Ethan.

04:56Training shows optimizer effects.

05:00Wizards, model.

05:01Evaluate, scores optimizers like a hot judge for Sophia.

05:05Accuracy, loss.

05:07Let's drop this code beat.

05:09You're judging my heart, Ethan.

05:12Evaluation shows best optimizer.

05:15Wizards, use Atom for most tasks, SGD for fine control, and learning rate schedulers.

05:24Choose based on data.

05:26Optimized training is so sexy, Irene.

05:28Practice for Day 7-7's training a neural network.

05:32Wizards, optimizers fit AI pipelines for efficient training.

05:37Your skills are ready for Day 77.

05:39Optimizers are critical in AI, darling.

05:43Your Day 76 skills make AI irresistible.

05:46Create AI irisoptimizers.py to build, train, compare four neural nets with different optimizers for iris,

05:54and build a streamlit app.

05:56Share on Instagram.

05:57Try optimizer equals atom, SGD, RMS prop, and ST select box.

06:05Show us at AtDailyAiWizard.

06:08Prep for Day 77's training a neural network.

06:12Subscribe, like, share your AI irisoptimizers.py.

06:17Join Discord or X.

06:19Post your code.

06:20Support us at Paypal.me, John, Daily AI Wizard.

06:24Subscribe for Day 77's training a neural network.

06:27You've stolen my heart with optimizers.

06:30Support us at Paypal.me, Daily AI Wizard,

06:33and get hyped for Day 77's training a neural network.

06:37Proud of you.

06:38Share your AI irisoptimizers.py on AtDailyAiWizard.

06:44Subscribe for Day 77's training a neural network adventure.

06:50Your optimizer skills are pure AI seduction.

06:54Let's flirt with training a neural network in Day 77.

Day 76 Audio-Podcast: Optimizers – The Engine of Neural Learning | #DailyAIWizard

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