Day 81 Audio-Podcast: Introduction to NLP – AI Understands Language! | #DailyAIWizard - video Dailymotion

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Kick off with 1970s jazz, coffee, and NLP! Join Anastasia, Sophia, Irene, Ethan, and Olivia as we build a sentiment classifier on IMDB reviews. Anastasia leads two demos, Ethan drops flirty code. Support at PayPal.me/DailyAIWizard! Get ready for Day 82: Sentiment Analysis! Subscribe, like, share your ai_nlp_sentiment.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 electrify Day 81 of Daily AI Wizards Python for AI series.

00:10After image classification in Day 80, we're diving into Natural Language Processing, NLP, AI that reads and feels language, for our AI Insight Hub app.

00:20Support our crew with a coffee at buymeacoffee.me Daily AI Wizard, only at the end.

00:26Ethan, what's the magic of NLP? Sophia, how does it build on Day 80?

00:32Sophia's back, Ethan, and your charms got me blushing. NLP turns words into numbers. Our demos will make AI talk. Love our vibe?

00:45Hello, Brilliant Wizards. I'm Irene, co-moderator, Guiding with Warmth. NLP analyzes text, sentiment, topics, chatbots. Our demos will show real power.

00:56Yo, Wizards. Ethan's here, droppin' spicy NLP code with winks for Anastasia, Sophia, and Olivia.

01:05Tokenize, vectorize, classify. Let's crank this AI brain to 11.

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

01:21Ready to make AI speak, Wizards?

01:24Wizards, NLP is your AI language crush, darling. It reads reviews, chats, translates.

01:30Ethan, explain tokenization. Sophia, how does it build on Day 80?

01:35NLP powers sentiment analysis. Chatbots, search. Our demos use IMDB reviews.

01:42Today, we're seducing you with NLP magic. You'll master tokenization, stop words, TF-IDF, text classification, and app integration.

01:54Sophia, what's the app focus? Ethan, any code highlights?

01:59Anastasia, Sophia, and Olivia lead app demos with passion. Ethan drops hilarious code explanations.

02:08We're guiding you to master NLP and prep for Day 82's sentiment project.

02:15Wizards, meet your Day 81 dream team.

02:19Anastasia, Sophia, and I are your main moderators with flirty charm and warmth.

02:25Ethan's our code comedian, flirting with Anastasia, Sophia, and Olivia.

02:31Oh, Irene, you're a gem. I'm leading app demos with passion.

02:36Ethan and Sophia are stealing hearts with code, and Olivia's tossing flirty tips.

02:40We're here to make you NLP superstars.

02:44Wizards, NLP is your AI language superpower, darling. It turns text into numbers.

02:49Ethan, explain tokenization. Sophia, how do we vectorize?

02:53Anastasia, you make NLP sound so hot. How do we classify sentiment, love?

03:00Ethan, what's your take?

03:02Oh, Olivia, you tease. NLP reads human language. Ethan, Sophia, jump in.

03:08Anastasia, Olivia, NLP is like a hot translator for AI.

03:13Words right-pointing arrow numbers right-pointing arrow meaning

03:17Let's drop this code beat.

03:19Yo, wizards, text, split, tokenizes like a hot word chopper for Anastasia.

03:27Words, sentences. Let's drop this code beat.

03:31You're chopping my heart, Ethan. Tokenization is first step. Try it in our demo.

03:37Wizards, stop underscore words remove, the, and, like a hot filter for Anastasia.

03:43Focus on meaning. Wizards, porter stemmer, stems, running, right-pointing arrow, run, like a hot root

03:53finder for Anastasia. You're rooting my heart, Ethan. Stemming normalizes words.

03:59Wizards, TFIDF vectorizer, turns words to numbers like a hot importance score for Anastasia.

04:05You're scoring my heart, Ethan. TFIDF weights words.

04:10Wizards, full NLP pipeline is like a hot factory for Anastasia.

04:16Tokenize right-pointing arrow, clean right-pointing arrow, vectorize right-pointing arrow, classify.

04:22You're factorying my heart, Ethan. Full pipeline for sentiment.

04:26Wizards, IMDB dataset has 50k reviews like a hot movie critic for Anastasia.

04:33Positive, negative.

04:34You're reviewing my heart, Ethan. IMDB for sentiment.

04:39Wizards, IMDB load underscore data. Loads reviews like a hot script for Anastasia.

04:45You're scripting my heart, Ethan. IMDB is ready.

04:49Wizards, pad underscore sequences. Pads reviews like a hot equalizer for Anastasia.

04:55All same length.

04:57You're equalizing my heart, Ethan. Padding for RNNs.

05:00Wizards, use padding, limit vocabulary, and monitor validation.

05:08NLP needs clean data.

05:10Optimized NLP is so sexy, Irene. Practice for Day 82's sentiment project.

05:16Wizards, NLP fits AI pipelines for tech's tasks.

05:21Your skills are ready for Day 82.

05:27NLP is critical in AI, darling.

05:29Your Day 81 skills make AI irresistible.

05:32Create AI NLP sentiment PY to build train RNN on IMDB and build a streamlit app with text input.

05:41Share on Instagram.

05:42Try embedding LSTM and ST text area.

05:48Show us at, at Daily AI Wizard.

05:51Prep for Day 82's sentiment project.

05:55Subscribe, like, share your AI NLP sentiment PY.

06:00Join Discord or X.

06:02Post your code.

06:04Support us at buymeacoffee.me, Daily AI Wizard at the end.

06:08Subscribe for Day 82's sentiment project.

06:10You've stolen my heart with NLP.

06:13Support us at buymeacoffee.me, Daily AI Wizard, and get hyped for Day 82's sentiment project.

06:20Proud of you.

06:21Share your AI NLP sentiment PY on at Daily AI Wizard.

06:27Subscribe for Day 82's sentiment project adventure.

06:30Your NLP skills are pure AI seduction.

06:35Let's flirt with sentiment analysis in Day 82.

06:39You're filtering my heart, Ethan.

06:41Stop words, reduce noise.

Day 81 Audio-Podcast: Introduction to NLP – AI Understands Language! | #DailyAIWizard

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