Day 56 Fast: Probability for AI – Beginner’s Guide for AI Coding | #DailyAIWizard - video Dailymotion

DailyAIWizard

Kick off your coding day with a groovy 1970s jazz playlist, infused with a positive morning coffee vibe and stunning ocean views from a retro beachside room. Let the smooth saxophone and funky beats lift your spirits as you dive into Day 56 of the DailyAIWizard Python for AI series!   🚀 Join Anastasia (our main moderator), Irene (filling in for Isabella on vacation), Ethan, Sophia, and Olivia as we master probability for AI with distributions, Bayes' theorem, and simulations. Sophia leads two complex demos with Iris and Housing datasets, Ethan drops flirty, hilarious code explanations, and Olivia adds spicy tips. Perfect for beginners building on Day 56!   💻 Get ready for Day 57: Linear Algebra for AI—get excited for matrix magic in AI! Subscribe, like, and share your ai_probability.py output in the comments! Connect with us on Discord, X, or Instagram (@DailyAIWizard) for more AI and jazz vibes. Code the Future, Wizards! 🌟  🔗 Links:  • Python: python.org  • VS Code: code.visualstudio.com  • Website: dailyaiwizard.com  • Discord: discord.com/channels/1397945816349675600/1397945819260391521  • X: x.com/dailyaiwizard  • Instagram: www.instagram.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

00:00Wizards, probability is your AI uncertainty crush, darling.

00:04It models chances in data with distributions and Bayes' theorem.

00:09We'll show its seductive powers in our demos with Iris and Housing.

00:13Anastasia, you make probability sound so hot.

00:16How does it model AI uncertainty?

00:19Love.

00:20Ethan, what's your take on probability in Python?

00:24Oh, Olivia, you tease probability predicts AI outcomes.

00:28Ethan, jump in with your entertaining explanation.

00:31Anastasia, Olivia, probabilities like a sexy gamble, modeling AI chances with flair.

00:37It's a probability party.

00:39Let's drop this code beat for Wizards.

00:42Yo, Wizards, norm.pdf, simulates distributions like a hot curve for Sophia, modeling AI data probabilities.

00:50It's a distribution party.

00:52Let's drop this code beat and simulate some magic.

00:55You're curving my heart, Ethan.

00:58Wizards, probability distributions, model AI data.

01:02Try it in our demo.

01:04It's like shaping data chances with passion.

01:08Wizards, NP.

01:10Random.

01:11Normal.

01:12Generates random variables like a hot roll for Sophia, simulating AI data.

01:17It's a random party.

01:18Let's drop this code beat.

01:20You're rolling my heart, Ethan.

01:23Wizards, random variables simulate AI uncertainty.

01:26Try it in our demo.

01:29It's like generating chances with passion.

01:33Wizards, Bayes theorem p, a, b, equals p, b, a, asterisk p, a.

01:41Phosphorus monoboride updates probabilities like a hot inference for Sophia, predicting AI classes.

01:46It's a Bayes party.

01:48Let's drop this code beat.

01:50You're inferring my heart, Ethan.

01:54Wizards, Bayes theorem updates AI predictions.

01:57Try it in our demo.

01:59It's like updating beliefs with passion.

02:02Wizards, norm.pdf, x, simulates distributions like a sexy curve for Sophia, generating AI probabilities.

02:11It's a Bayes simulation party.

02:13Let's drop this code beat.

02:15You're curving my heart, Ethan.

02:18Wizards, simulating distributions models AI uncertainty.

02:23Try it in our demo.

02:24It's like generating chances with passion.

02:28Wizards, simulating Bayes with posterior equals.

02:32Likelihood asterisk prior.

02:34Evidence updates probabilities like a hot inference for Sophia.

02:38It's a Bayes simulation party.

02:40Let's drop this code beat.

02:42You're inferring my heart, Ethan.

02:45Wizards, simulating Bayes updates AI class probabilities.

02:49Try it in our demo.

02:50It's like updating beliefs with passion.

02:54Wizards, pandas from day 44 with probability is a hot combo for Sophia.

02:59Df, prob, equals np.

03:02random, rand, len, df, adds probability columns to AI data.

03:09Let's drop this code beat.

03:11You're adding my heart, Ethan.

03:14Wizards, pandas integrates probability with data frames for AI.

03:19Try it in our demo.

03:20It's like enhancing data with chances.

03:24Wizards, plt.

03:26Plot, y underscore normal, is a visual serenade for Sophia, showing AI probability curves.

03:33It's a plot party.

03:34Let's make these visuals pop with flair.

03:37You're curving my heart, Ethan.

03:40Wizards, matplotlib visualizes AI probability.

03:44Try it in our demo.

03:45It's like painting chances with passion.

03:49Wizards, seaburn from day 42 with probability is a sexy duet for Sophia.

03:54SNS, kdaplot, shows AI probability densities.

03:59Coding fireworks light up.

04:01You're raising my visuals, Ethan.

04:04Wizards, seaburn enhances AI probability visualizations.

04:08Try it in our challenge.

04:10It's like styling chances with flair.

04:12Wizards, optimize probability when accurate priors, sufficient simulations, and validation.

04:20Use SciPy for distributions and NumPy for computations to ensure robust AI probability models for top performance.

04:28Optimized probabilities so sexy, Irene.

04:32Clear practices make AI predictions irresistible.

04:36Practice for day 57's linear algebra, Wizards, and keep those probabilities sizzling with passion.

04:43Wizards, probabilities critical in AI pipelines, darling.

04:47It models uncertainty for predictions.

04:49Your day 56 skills make AI irresistible.

04:52Simulate probabilities like prose.

04:55Probability powers AI pipelines, Wizards.

04:59It enables uncertainty modeling for real projects.

05:03Your skills are ready for advanced AI.

05:06Prep for day 57's linear algebra.

Day 56 Fast: Probability for AI – Beginner’s Guide for AI Coding | #DailyAIWizard

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