• Here's a list of AI and Data terms and jargons!


    Great Post By: Nicolas Boucher


    Original Post Below





    "Save this post to learn all AI & Data terms

    Everything you need to know in one page!

    Is this post helpful and you learned something?
    Show your appreciation by liking, commenting or reposting!

    1. GPT (Generative Pre-trained Transformer)
    • Definition: General-purpose language models
    • Finance Use: Automated Content Generation, Customer Support Chatbots

    2. NLP (Natural Language Processing)
    • Definition: Enables computers to understand human language
    • Finance Use: Chatbots, Fraud Detection

    3. API (Application Programming Interface)
    • Definition: Rules enabling software interaction
    • Finance Use: Data exchange, Real-time market data, Payment Processing

    4. RPA (Robotic Process Automation)
    • Definition: AI automating rule-based tasks
    • Finance Use: Data Entry, Invoice Processing, Account Reconciliation

    5. OCR (Optical Character Recognition)
    • Definition: Extracts text from images or scanned docs
    • Finance Use: Automated document processing, expense management

    6. ASR (Automatic Speech Recognition)
    • Definition: Converts spoken language to text
    • Finance Use: Transcription, Customer Service Call Analysis

    7. CL (Clustering)
    • Definition: Groups similar data points
    • Finance Use: Market Segmentation, Fraud Detection

    8. TTS (Text-to-Speech)
    • Definition: Converts written text to spoken word
    • Finance Use: Audio Financial Reports, Customer Notifications

    9. LLM (Large Language Model)
    • Definition: AI trained on vast text data
    • Finance Use: Sentiment Analysis, Document Summarization

    10. DL (Deep Learning)
    • Definition: Specialized ML using deep neural networks
    • Finance Use: Analyze market data, predict patterns

    11. ML (Machine Learning)
    • Definition: Enables learning from data
    • Finance Use: Credit Scoring, Algorithm Trading

    12. RNN (Recurrent Neural Network)
    • Definition: Processes sequential data
    • Finance Use: Time-Series Analysis, Stock Price Prediction

    13. SVM (Support Vector Machines)
    • Definition: Used for classification & regression analysis
    • Finance Use: Credit Risk Assessment, Portfolio Optimization

    14. KNN (K-Nearest Neighbors)
    • Definition: Classifies data based on neighbors
    • Finance Use: Customer Segmentation, Anomaly Detection

    15. TKN (Tokenization)
    • Definition: Replaces data with unique symbols
    • Finance Use: Information Extraction, Sentiment Analysis

    16. PCA (Principal Component Analysis)
    • Definition: Reduces data dimensionality
    • Finance Use: Risk Management, Feature Extraction

    18. GAN (Generative Adversarial Network)
    • Definition: Neural networks creating realistic data
    • Finance Use: Synthetic Data Generation, Anomaly Detection

    19. Naive Bayes
    • Definition: Classification with predictor independence
    • Finance Use: Risk Management, Customer Segmentation

    20. KM (K-Means)
    • Definition: Organizes data into k-clusters
    ______________

    Here's a list of AI and Data terms and jargons! Great Post By: Nicolas Boucher Original Post Below 👇 👇 👇 "Save this post to learn all AI & Data terms Everything you need to know in one page! 🙏 Is this post helpful and you learned something? Show your appreciation by liking, commenting or reposting! 1. GPT (Generative Pre-trained Transformer) • Definition: General-purpose language models • Finance Use: Automated Content Generation, Customer Support Chatbots 2. NLP (Natural Language Processing) • Definition: Enables computers to understand human language • Finance Use: Chatbots, Fraud Detection 3. API (Application Programming Interface) • Definition: Rules enabling software interaction • Finance Use: Data exchange, Real-time market data, Payment Processing 4. RPA (Robotic Process Automation) • Definition: AI automating rule-based tasks • Finance Use: Data Entry, Invoice Processing, Account Reconciliation 5. OCR (Optical Character Recognition) • Definition: Extracts text from images or scanned docs • Finance Use: Automated document processing, expense management 6. ASR (Automatic Speech Recognition) • Definition: Converts spoken language to text • Finance Use: Transcription, Customer Service Call Analysis 7. CL (Clustering) • Definition: Groups similar data points • Finance Use: Market Segmentation, Fraud Detection 8. TTS (Text-to-Speech) • Definition: Converts written text to spoken word • Finance Use: Audio Financial Reports, Customer Notifications 9. LLM (Large Language Model) • Definition: AI trained on vast text data • Finance Use: Sentiment Analysis, Document Summarization 10. DL (Deep Learning) • Definition: Specialized ML using deep neural networks • Finance Use: Analyze market data, predict patterns 11. ML (Machine Learning) • Definition: Enables learning from data • Finance Use: Credit Scoring, Algorithm Trading 12. RNN (Recurrent Neural Network) • Definition: Processes sequential data • Finance Use: Time-Series Analysis, Stock Price Prediction 13. SVM (Support Vector Machines) • Definition: Used for classification & regression analysis • Finance Use: Credit Risk Assessment, Portfolio Optimization 14. KNN (K-Nearest Neighbors) • Definition: Classifies data based on neighbors • Finance Use: Customer Segmentation, Anomaly Detection 15. TKN (Tokenization) • Definition: Replaces data with unique symbols • Finance Use: Information Extraction, Sentiment Analysis 16. PCA (Principal Component Analysis) • Definition: Reduces data dimensionality • Finance Use: Risk Management, Feature Extraction 18. GAN (Generative Adversarial Network) • Definition: Neural networks creating realistic data • Finance Use: Synthetic Data Generation, Anomaly Detection 19. Naive Bayes • Definition: Classification with predictor independence • Finance Use: Risk Management, Customer Segmentation 20. KM (K-Means) • Definition: Organizes data into k-clusters ______________
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  • Speak Like A Leader

    Speak like a leader before you have the title

    (10 reframes to sound more confident at work)

    The words you choose shape your career path.
    Small language shifts create big leadership signals.

    If you want to become a leader or move up...
    Improving your communications yields high ROI

    Here are 10 language shifts that build authority:

    "Sorry to bother you..."
    "Do you have a moment to discuss this project?"

    Drops the apology and leads with respect for time

    "I think maybe we could..."
    "I recommend we..."

    Shows conviction in your expertise

    "This is a dumb question."
    "I'd like to understand."

    Turns uncertainty into genuine curiosity

    "I'll try to get this done."
    "What can I deprioritize to get this done for you?"

    Takes control of your workload and priorities

    "Does that make sense?"
    "Would you like me to expand on any points?"

    Positions you as the expert sharing knowledge

    "Just wanted to check in..."
    "When can I expect an update?"

    Polite but firm way of getting what you need

    "I'm not good at."
    "I'm currently improving my skills in."

    Frames challenges as growth opportunities

    "Sorry for the delay."
    "Thanks for your patience."

    Leads with gratitude instead of apology

    "No worries."
    "Always happy to help."

    Shows intentional support and leadership

    "My opinion is..."
    "Drawing from my experience..."

    Grounds insights in proven expertise

    Your words shape how others see you.

    Speaking like a leader shows you're ready for the title.

    Are you guilty of these?
    I'm still working on "no worries."

    -------

    Р.С: Ashley Couto, FolIοw Ashley Couto for more content like this

    Speak Like A Leader
    Activate to view larger image,
    Speak Like A Leader Speak like a leader before you have the title (10 reframes to sound more confident at work) The words you choose shape your career path. Small language shifts create big leadership signals. If you want to become a leader or move up... Improving your communications yields high ROI Here are 10 language shifts that build authority: ❌ "Sorry to bother you..." ✅ "Do you have a moment to discuss this project?" 🔥 Drops the apology and leads with respect for time ❌ "I think maybe we could..." ✅ "I recommend we..." 🔥 Shows conviction in your expertise ❌ "This is a dumb question." ✅ "I'd like to understand." 🔥 Turns uncertainty into genuine curiosity ❌ "I'll try to get this done." ✅ "What can I deprioritize to get this done for you?" 🔥 Takes control of your workload and priorities ❌ "Does that make sense?" ✅ "Would you like me to expand on any points?" 🔥 Positions you as the expert sharing knowledge ❌ "Just wanted to check in..." ✅ "When can I expect an update?" 🔥 Polite but firm way of getting what you need ❌ "I'm not good at." ✅ "I'm currently improving my skills in." 🔥 Frames challenges as growth opportunities ❌ "Sorry for the delay." ✅ "Thanks for your patience." 🔥 Leads with gratitude instead of apology ❌ "No worries." ✅ "Always happy to help." 🔥 Shows intentional support and leadership ❌ "My opinion is..." ✅ "Drawing from my experience..." 🔥 Grounds insights in proven expertise Your words shape how others see you. Speaking like a leader shows you're ready for the title. Are you guilty of these? I'm still working on "no worries." ------- Р.С: Ashley Couto, FolIοw Ashley Couto for more content like this Speak Like A Leader 👇 Activate to view larger image,
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  • Everyone says “content is king.”

    No one tells you how to actually create it.

    Most people just wing it.
    They post when they feel like it.
    They sit in front of a blinking cursor, wondering what to say.

    But high-performing content doesn't just happen.

    It’s built from proven structures that do the heavy lifting for you.

    Here are 4 I use daily:

    1️⃣ L.E.V.E.R.
    Position your offer as the obvious solution.

    → Show what they’re wasting (time, money, effort)
    → Expose the mistake
    → Prove the solution works
    → Teach the principle
    → Redirect attention to action

    This isn’t “value.” It’s leverage.

    2️⃣ F.L.O.W.
    Show how your system creates freedom.

    → Start with the bottleneck
    → Share what you built
    → Highlight the outcome
    → End with what happened without you

    Work once. Let the system take over.

    3️⃣ S.T.I.C.K.
    Tell founder stories that actually build trust.

    → Start with a real moment
    → Share what triggered the change
    → Explain the shift in thinking
    → Show what changed
    → Nail the lesson

    Vulnerability only works if it’s structured.

    4️⃣ C.O.D.E.
    Handle objections without sounding like sales.

    → Name what they believe
    → Challenge it
    → Back it up with real proof
    → Elevate the outcome

    The structures in this sheet aren't theoretical.
    They're why some posts fill your calendar, and others just get likes.

    Most people treat content like a diary.
    But the ones winning treat it like infrastructure.

    If your content isn't performing, the ideas probably aren't the problem.
    You're just not getting the point across clearly enough.

    Repost if you’re done posting “when you feel like it”
    Follow me, Nader Alnajjar, for more content that builds leverage
    Activate to view larger image,
    Everyone says “content is king.” No one tells you how to actually create it. Most people just wing it. They post when they feel like it. They sit in front of a blinking cursor, wondering what to say. But high-performing content doesn't just happen. It’s built from proven structures that do the heavy lifting for you. Here are 4 I use daily: 1️⃣ L.E.V.E.R. Position your offer as the obvious solution. → Show what they’re wasting (time, money, effort) → Expose the mistake → Prove the solution works → Teach the principle → Redirect attention to action This isn’t “value.” It’s leverage. 2️⃣ F.L.O.W. Show how your system creates freedom. → Start with the bottleneck → Share what you built → Highlight the outcome → End with what happened without you Work once. Let the system take over. 3️⃣ S.T.I.C.K. Tell founder stories that actually build trust. → Start with a real moment → Share what triggered the change → Explain the shift in thinking → Show what changed → Nail the lesson Vulnerability only works if it’s structured. 4️⃣ C.O.D.E. Handle objections without sounding like sales. → Name what they believe → Challenge it → Back it up with real proof → Elevate the outcome The structures in this sheet aren't theoretical. They're why some posts fill your calendar, and others just get likes. Most people treat content like a diary. But the ones winning treat it like infrastructure. If your content isn't performing, the ideas probably aren't the problem. You're just not getting the point across clearly enough. ♻️ Repost if you’re done posting “when you feel like it” ➡️ Follow me, Nader Alnajjar, for more content that builds leverage Activate to view larger image,
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  • "How do I give a 30 min talk without being boring?"
    Here's the secret.

    New speakers struggle to keep people engaged,
    because they don't realize this:

    Engaging talks follow a rigid structure
    the same way engaging songs follow a rigid structure.

    Learn the structure and you'll write engaging talks.

    In my 20s, I joined a band with a major record deal.
    The dude who signed Nelly signed our band.

    (Don't bother googling it;
    we broke up before the album dropped).

    When we were in the studio
    recording pop rock for the radio
    we never talked about how to structure our songs.

    You know why?

    Because every song for the masses follows
    the same rules & the same rigid structure.

    Verse
    Chorus
    Verse
    Chorus
    Bridge
    Chorus

    That's a pop song framework.

    Break those rules and you won't have a hit.

    Whether it's...

    → Pop
    → Rock
    → Metal
    → Grunge
    → Country
    → Boyband

    ...every big song sounds different...
    but every big song has the same structure.

    Speaking works the same way.

    There is a smash-hit-TALK framework.

    Every great talk feels different.
    But engaging talks follow the same structure.

    Most speakers are boring because they write talks
    WITHOUT pop-talk structure.

    (Once you learn it, you'll see it everywhere.)

    Half of the battle of public speaking is learning
    to take your idea and carefully craft it
    using a pop-talk framework.

    The graphic is everything you need to get started.

    Write some pop talks friends.

    You've got this!

    ____
    Got a big talk coming up? Let’s do a 4-week 1:1 sprint. Fall special offer. Details in my banner. DM “Talk” to start.

    "How do I give a 30 min talk without being boring?" Here's the secret. New speakers struggle to keep people engaged, because they don't realize this: Engaging talks follow a rigid structure the same way engaging songs follow a rigid structure. Learn the structure and you'll write engaging talks. In my 20s, I joined a band with a major record deal. The dude who signed Nelly signed our band. (Don't bother googling it; we broke up before the album dropped). When we were in the studio recording pop rock for the radio we never talked about how to structure our songs. You know why? Because every song for the masses follows the same rules & the same rigid structure. 🎵 Verse 🎵 Chorus 🎵 Verse 🎵 Chorus 🎵 Bridge 🎵 Chorus That's a pop song framework. Break those rules and you won't have a hit. Whether it's... → Pop → Rock → Metal → Grunge → Country → Boyband ...every big song sounds different... but every big song has the same structure. Speaking works the same way. There is a smash-hit-TALK framework. Every great talk feels different. But engaging talks follow the same structure. Most speakers are boring because they write talks WITHOUT pop-talk structure. (Once you learn it, you'll see it everywhere.) Half of the battle of public speaking is learning to take your idea and carefully craft it using a pop-talk framework. The graphic is everything you need to get started. Write some pop talks friends. You've got this! ____ Got a big talk coming up? Let’s do a 4-week 1:1 sprint. Fall special offer. Details in my banner. DM “Talk” to start.
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  • Below is a ChatGPT cheat sheet of one of our top carousels

    Where we share 7 prompts for using pro copywriting techniques.

    These are battle-tested and will 10x your effectiveness:

    • AIDA (Attention – Interest – Desire – Action)
    • PAS (Problem – Agitate – Solve)
    • BAB (Before – After – Bridge)
    • FAB (Features – Advantages – Benefits)
    • SSS (Star – Story – Solution)
    • PPPP (Picture – Promise – Prove – Push)
    • A FOREST (Alliteration – Facts – Opinions – Repetition – Examples – Statistics – Threes)

    Please reshare to help someone who needs this.
    Below is a ChatGPT cheat sheet of one of our top carousels Where we share 7 prompts for using pro copywriting techniques. These are battle-tested and will 10x your effectiveness: • AIDA (Attention – Interest – Desire – Action) • PAS (Problem – Agitate – Solve) • BAB (Before – After – Bridge) • FAB (Features – Advantages – Benefits) • SSS (Star – Story – Solution) • PPPP (Picture – Promise – Prove – Push) • A FOREST (Alliteration – Facts – Opinions – Repetition – Examples – Statistics – Threes) ♻️ Please reshare to help someone who needs this.
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