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𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀! 🚀💻

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How to optimise Machine Learning Models

Deploying machine learning models in real-world environments isn’t just about writing great code; it’s about understanding the end-to-end pipeline, ensuring your model is powerful, robust, and scalable. This is the best guide that will equip you with everything you need to optimize your models for production.

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𝗧𝗖𝗦 𝗶𝗢𝗡 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀😍

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These free certifications can give your resume the boost it needs to stand out and help you crush any job interview.

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STOP asking ChatGPT to 'make it better' Here's how top 1% users get ChatGPT to transform their results.

A 2-min guide to PRO prompting 🔓

Most users: "Can you improve this?" That's like telling a 5-star chef "make tasty food" (Spoiler: It doesn't work)

Here are 4 prompting secrets that 10x your results:

1/ MAKE IT YOUR STRATEGIST
Stop using it as a word processor.
Bad: “Write a blog post”
Great: “Analyze what's missing in my argument to close the sales”

2/ GIVE CONSTRAINTS
Creativity thrives with boundaries.
Bad: "Write something viral"
Great: "Write this using only words a 12-year-old knows + make it sound sophisticated"

3/ REQUEST VARIATIONS
Don't settle for one output.
Bad: "Write a headline"
Great: "Generate 5 headlines: 2 controversial, 2 practical, 1 emotional"

4/ DEMAND REASONING
Make it show its work.
Bad: "Is this good?"
Great: "Analyze this through the lens of persuasion psychology. What are 3 ways this could be stronger?"

#chatgptprompts

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𝐃𝐚𝐭𝐞 & 𝐓𝐢𝐦𝐞:- January 24, 2025, at 7 PM

10 creative ways to use ChatGPT to learn data science from scratch

1. Understand Core Data Science Concepts

Break down complex data science topics into simple explanations.

Prompt →
"I'm new to data science. Can you explain core concepts like data cleaning, feature engineering, and model evaluation in a beginner-friendly way?"


2. Create a Personalized Study Plan

Plan your data science learning journey with a tailored schedule.

Prompt →
"I want to master data science in 6 months while dedicating 2 hours daily. Can you create a detailed weekly study plan with resources for Python, statistics, and machine learning?"


3. Generate Coding Exercises and Solutions

Practice coding with real-world datasets and scenarios.

Prompt →
"Can you provide 10 hands-on coding exercises in Python for data cleaning and visualization, with step-by-step solutions?"


4. Simplify Machine Learning Algorithms

Learn how machine learning algorithms work with relatable analogies.

Prompt →
"Can you explain how decision trees and random forests work using a real-life analogy, like planning a family vacation?"


5. Analyze Real-World Datasets

Practice working with datasets to build skills.

Prompt →
"Can you guide me through analyzing a real-world dataset, like predicting house prices, using Python step by step?"


6. Build a Portfolio Project

Create impactful projects to showcase your skills.

Prompt →
"I want to build a data science portfolio project on customer churn prediction. Can you help me outline the steps, tools, and methods to use?"


7. Mock Data Science Interviews

Prepare for interviews with tailored questions and answers.

Prompt →
"Can you simulate a mock interview for a data science role, focusing on Python, SQL, and machine learning questions?"

8. Write Blogs or Articles on Data Science

Share knowledge by writing educational content.

Prompt →
"I want to write a blog post about the importance of feature scaling in machine learning. Can you help me draft an engaging and informative article?"


9. Visualize Data Better

Learn to create compelling data visualizations.

Prompt →
"Can you guide me on how to use Matplotlib and Seaborn to create a dashboard-like visualization for sales data?"

10. Stay Updated with the Latest Trends

Get concise summaries of the latest research and tools in data science.

Prompt →
"What are the top 5 emerging trends or tools in data science that I should explore to stay ahead in 2025?"

Share with credits: https://t.me/datasciencefun

ENJOY LEARNING 👍👍

#chatgptprompts

𝗜𝗕𝗠 𝗙𝗥𝗘𝗘 𝗖𝗲𝗿𝘁𝗶𝗳𝗶𝗰𝗮𝘁𝗶𝗼𝗻 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 😍

- AI Prompt Engineering
- Python for Data Science
- SQL Relational Database
- Data Science Fundamentals
- Introduction to Cloud
-  Machine Learning with Python
 
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3/ Unique Value Proposition (UVP)

Help me craft a compelling UVP that sets my [product/service] apart from competitors.

4/ Customer Avatar Creator

Describe my ideal customer for [business], including their pain points, desires, and buying triggers.

5/ Marketing Plan Blueprint

Outline a 30-day marketing strategy to attract my first paying customers using [social media, ads, email].

6/ Pricing Strategy Optimizer

Help me determine the best pricing structure for my [product/service] based on market research and perceived value.

7/ Scaling Roadmap

Create a step-by-step plan to scale my business from [current revenue] to [target revenue] in 12 months.

#chatgptprompts

CHATGPT CAN CREATE A BUSINESS PLAN IN MINUTES

Most people overcomplicate starting a business. Use these 7 prompts to get clarity and launch faster:

1/ Business Idea Validator

Analyze my business idea: [insert idea]. Identify potential challenges, opportunities, and a target audience.

2/ Niche Market Finder

Suggest 5 profitable niches within [industry] that have high demand but low competition.

Like for next 5 ❤️

#chatgptprompts

6/ High-Converting Sales Page

Write a sales page for [specific product/service] that makes people want to buy instantly.

7/ Automate My Income Streams

Outline 3 ways to automate my business so I can make money while I sleep.

#chatgptprompts