Day 64 Fast: Decision Tree Classifier – 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 64 of the DailyAIWizard Python for AI series!   🚀 Join Anastasia (our main moderator), Irene, Isabella (back from vacation), Ethan, Sophia, and Olivia as we build a decision tree classifier for the AI Insight Hub app’s flower classifier, building on Day 63. Sophia leads two complex demos with Iris, Ethan drops flirty, hilarious code explanations, and Olivia adds spicy tips. Perfect for beginners!   💻 Get ready for Day 65: Random Forest Classifier—get excited for ensemble magic! Subscribe, like, and share your ai_iris_tree.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: http://python.org  • VS Code: http://code.visualstudio.com  • Website: http://dailyaiwizard.com  • Discord:   / discord    • X: http://x.com/dailyaiwizard  • Instagram:   / dailyaiwizard       • https://github.com/robespierre81/Dail...   #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 Decision Tree Classifier is your AI branching crush, darling.

00:05It builds trees with rules for classification.

00:08Ethan, can you explain splitting criteria?

00:10Sophia, how does it fit the app from Day 63?

00:14Anastasia, you make trees sound so hot.

00:18How do trees improve classification in the app, love?

00:21Ethan, what's your take on trees in Python?

00:25Oh, Olivia, you tease.

00:27Decision trees classify AI data intuitively.

00:31Ethan, Sophia, jump in with details.

00:34Anastasia, Olivia, decision trees are like a hot splitter, classifying AI with flair.

00:40It's a tree party.

00:41Let's drop this code beat for Wizards.

00:44Yo, Wizards, criterion equals, Ginny.

00:48Splits trees like a hot rule for Sophia, choosing best features.

00:52It's a splitting party.

00:54Let's drop this code beat and branch some data.

00:56You're splitting my heart, Ethan.

01:00Wizards, splitting criteria like Ginny optimize our tree for the app.

01:04Try it in our demo.

01:06It's like deciding with passion.

01:09Wizards, max underscore depth equals three controls tree depth like a hot limit for Sophia, preventing overfitting.

01:16It's a parameter party.

01:17It's a parameter party.

01:18Let's drop this code beat and tune some trees.

01:21You're limiting my heart, Ethan.

01:24Wizards, parameters like max underscore depth tune our tree for the app.

01:29Try it in our demo.

01:30It's like tuning with passion.

01:33Wizards, decision tree classifier.

01:36Fit, dot fit, x, y, fits the tree like a hot builder for Sophia, learning AI patterns.

01:43It's a fitting party.

01:44Let's drop this code beat and classify some data.

01:48You're building my heart, Ethan.

01:51Wizards, fitting decision tree learns patterns for the app.

01:55Try it in our demo.

01:56It's like constructing trees with passion.

02:00Wizards, model.

02:02Predict, x underscore test.

02:04Predicts species like a hot decision for Sophia, powering AI apps.

02:09It's a prediction party.

02:10Let's drop this code beat and see the classes.

02:13You're deciding my heart, Ethan.

02:16Wizards, predictions power the app's flower classifier.

02:21Try it in our demo.

02:22It's like deciding with passion.

02:25Wizards, plot underscore tree, model.

02:28Visualizes the tree like a sexy diagram for Sophia, showing AI rules.

02:34It's a visualization party.

02:36Let's drop this code beat.

02:38You're diagramming my heart, Ethan.

02:41Wizards, visualizing trees reveals AI rules for the app.

02:45Try it in our demo.

02:47It's like drawing trees with passion.

02:50Wizards, accuracy underscore score, y underscore test, y underscore pred.

02:56Evaluates the tree like a hot score for Sophia, checking AI accuracy.

03:01It's a metrics party.

03:02Let's drop this code beat.

03:04You're scoring my heart, Ethan.

03:07Wizards, metrics evaluate our tree for the app.

03:11Try it in our demo.

03:12It's like measuring success with passion.

03:16Wizards, scikit learn from day 43 is a hot tool for Sophia.

03:20Decision tree classifier.

03:22Builds trees like a sexy splitter.

03:25Coding fireworks make this party epic.

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

03:30Wizards, scikit learn powers decision trees for the app.

03:34Try it in our challenge.

03:36It's like building AI with passion.

03:39Wizards, matplotlib from day 41 visualizes trees like a sexy diagram for Sophia, showing AI rules.

03:47It's a visualization party.

03:49Let's drop this code beat.

03:51You're diagramming my heart, Ethan.

03:54Wizards, matplotlib visualizes tree rules for the app.

03:58Try it in our demo.

04:00It's like painting trees with passion.

04:03Wizards, seaburn from day 42 visualizes matrices like a hot heat map for Sophia, enhancing AI evaluation.

04:11It's a seaburn party.

04:12Let's drop this code beat.

04:14You're heating my heart, Ethan.

04:17Wizards, seaburn enhances tree evaluation for the app.

04:22Try it in our demo.

04:23It's like styling matrices with passion.

04:27Wizards, optimize decision trees with proper depth, splitting criteria, and evaluation.

04:33Use scikit learn to ensure robust AI models for taught performance.

04:38Irene's right, Wizards.

04:40Tune parameters like max depth to prevent overfitting.

04:43These practices make your app classifier effective.

04:47Apply them in your challenge.

04:50Optimize trees so sexy, Irene.

04:52Isabella, clear practices make AI classification irresistible.

04:56Practice for Day 65's random forest, Wizards, and keep that code sizzling.

05:02Wizards, decision trees fit AI pipelines for classification tasks.

05:07They're interpretable.

05:08They're interpretable.

05:09Your skills are ready for Day 65's random forest.

05:13Irene's right.

05:15Trees integrate data prep and classification, ensuring efficient workflows.

05:21Use them in your app for reliable predictions.

05:23Oh, Irene, Isabella, trees critical in AI pipelines, darling.

05:28They classify sexily.

05:30Your Day 64 skills make AI irresistible.

05:34Classify like pros.

05:35titles.

05:35Keep in mind.

05:35Let it be better.

05:36146.

05:38appointments.

05:39Economics.

05:40Depends.

05:40Figure 6.

05:43Be.

05:44수시at.

05:45Focus.

05:46Lewis.

05:48Um.

05:482.

05:49Be.

05:50Campus.

05:50Dis엔.

05:51D Jupiter.

05:52Or 200.

05:54Metro.

05:56Limon.

05:58Come.

05:59Them.

06:00sehen.

06:0142.

06:02Come.

06:03ício.

06:03Lo.

Day 64 Fast: Decision Tree Classifier – Beginner’s Guide for AI Coding | #DailyAIWizard

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