Superintelligence is now in sight.

𝗣𝗿𝗲𝗽𝗮𝗿𝗶𝗻𝗴 𝗳𝗼𝗿 𝗧𝗲𝗰𝗵 𝗜𝗻𝘁𝗲𝗿𝘃𝗶𝗲𝘄𝘀 𝗶𝗻 𝟮𝟬𝟮𝟱? 𝗛𝗲𝗿𝗲’𝘀 𝗬𝗼𝘂𝗿 𝗦𝘁𝗲𝗽-𝗯𝘆-𝗦𝘁𝗲𝗽 𝗥𝗼𝗮𝗱𝗺𝗮𝗽 𝘁𝗼 𝗖𝗿𝗮𝗰𝗸 𝗣𝗿𝗼𝗱𝘂𝗰𝘁-𝗕𝗮𝘀𝗲𝗱 𝗖𝗼𝗺𝗽𝗮𝗻𝗶𝗲𝘀!😍

Landing your dream tech job takes more than just writing code — it requires structured preparation across key areas👨‍💻

This roadmap will guide you from zero to offer letter! 💼🚀

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/3GdfTS2

This plan works if you stay consistent💪✅️

🔟 Free useful resources to learn Machine Learning

👉 Google

https://developers.google.com/machine-learning/crash-course

👉 Leetcode

https://leetcode.com/explore/featured/card/machine-learning-101

👉 Hackerrank

https://www.hackerrank.com/domains/ai/machine-learning

👉 Hands-on Machine Learning

https://t.me/datasciencefun/424

👉 FreeCodeCamp

https://www.freecodecamp.org/learn/machine-learning-with-python/

👉 Machine learning projects

https://t.me/datasciencefun/392

👉 Kaggle

https://www.kaggle.com/learn/intro-to-machine-learning

https://www.kaggle.com/learn/intermediate-machine-learning

👉 Geeksforgeeks

https://www.geeksforgeeks.org/machine-learning/

👉 Create ML Models

https://docs.microsoft.com/en-us/learn/paths/create-machine-learn-models/

👉 Machine Learning Test Cheat Sheet

https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/

Join @free4unow_backup for more free resources

ENJOY LEARNING 👍👍

𝗪𝗮𝗻𝘁 𝘁𝗼 𝗕𝘂𝗶𝗹𝗱 𝗮 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗣𝗼𝗿𝘁𝗳𝗼𝗹𝗶𝗼 𝗧𝗵𝗮𝘁 𝗚𝗲𝘁𝘀 𝗬𝗼𝘂 𝗛𝗶𝗿𝗲𝗱?😍

If you’re just starting out in data analytics and wondering how to stand out — real-world projects are the key📊

No recruiter is impressed by “just theory.” What they want to see? Actionable proof of your skills👨‍💻📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4ezeIc9

Show recruiters that you don’t just “know” tools — you use them to solve problems✅️

How to master ChatGPT-4o....

The secret? Prompt engineering.

These 9 frameworks will help you!

APE
↳ Action, Purpose, Expectation

Action: Define the job or activity.
Purpose: Discuss the goal.
Expectation: State the desired outcome.


RACE
↳ Role, Action, Context, Expectation

Role: Specify ChatGPT's role.
Action: Detail the necessary action.
Context: Provide situational details.
Expectation: Describe the expected outcome.


COAST
↳ Context, Objective, Actions, Scenario, Task

Context: Set the stage.
Objective: Describe the goal.
Actions: Explain needed steps.
Scenario: Describe the situation.
Task: Outline the task.


TAG
↳ Task, Action, Goal

Task: Define the task.
Action: Describe the steps.
Goal: Explain the end goal.


RISE
↳ Role, Input, Steps, Expectation

Role: Specify ChatGPT's role.
Input: Provide necessary information.
Steps: Detail the steps.
Expectation: Describe the result.


TRACE
↳ Task, Request, Action, Context, Example

Task: Define the task.
Request: Describe the need.
Action: State the required action.
Context: Provide the situation.
Example: Illustrate with an example.


ERA
↳ Expectation, Role, Action

Expectation: Describe the desired result.
Role: Specify ChatGPT's role.
Action: Specify needed actions.


CARE
↳ Context, Action, Result, Example

Context: Set the stage.
Action: Describe the task.
Result: Describe the outcome.
Example: Give an illustration.


ROSES
↳ Role, Objective, Scenario, Expected Solution, Steps

Role: Specify ChatGPT's role.
Objective: State the goal or aim.
Scenario: Describe the situation.
Expected Solution: Define the outcome.
Steps: Ask for necessary actions to reach solution.


Join for more: https://t.me/machinelearning_deeplearning

𝗪𝗮𝗻𝘁 𝘁𝗼 𝗟𝗲𝗮𝗿𝗻 𝗜𝗻-𝗗𝗲𝗺𝗮𝗻𝗱 𝗧𝗲𝗰𝗵 𝗦𝗸𝗶𝗹𝗹𝘀 — 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 — 𝗗𝗶𝗿𝗲𝗰𝘁𝗹𝘆 𝗳𝗿𝗼𝗺 𝗚𝗼𝗼𝗴𝗹𝗲?😍

Whether you’re a student, job seeker, or just hungry to upskill — these 5 beginner-friendly courses are your golden ticket🎟️

No fluff. No fees. Just career-boosting knowledge and certificates that make your resume pop✨️

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/42vL6br

Enjoy Learning ✅️

📈 GPT-4 performed better in financial analysis with larger and more mature firms, BI researchers reported.

A study has found that OpenAI's GPT-4 can analyze financial statements and sometimes predict a company's future performance better than a human analyst.

Researchers at the University of Chicago Booth School of Business studied more than 150,000 firm observations, from about 15,000 companies, and evaluated the performance of financial analysts in their predictions. The analysts achieved 53% accuracy in monthly forecasts of the direction of future earnings.

GPT-4, given financial reports without textual information, achieved 52% accuracy. However, when the researchers used a command-line thought chain, the model achieved 60% accuracy, outperforming human analysts.

The results showed that GPT, by receiving more instructions and approaching the analysis like a human, could outperform human analysts even without key textual information commonly found in financial reports.

Anti Aging Breakthrough

Researchers at NYU have developed an AI powered tool called the Nuclear Morphometric Pipeline (NMP) that accurately identifies and tracks senescent cells - damaged cells linked to aging and disease, by analyzing changes in their nuclei.

The tool could improve understanding of aging, aid in drug development, and support therapies to reverse age related damage.

Another important step toward understanding aging

𝗛𝗮𝗿𝘃𝗮𝗿𝗱 𝗝𝘂𝘀𝘁 𝗥𝗲𝗹𝗲𝗮𝘀𝗲𝗱 𝟱 𝗙𝗥𝗘𝗘 𝗧𝗲𝗰𝗵 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗬𝗼𝘂 𝗖𝗮𝗻’𝘁 𝗠𝗶𝘀𝘀 𝗶𝗻 𝟮𝟬𝟮𝟱!😍

🚨 Harvard just dropped 5 FREE online tech courses — no fees, no catches!📌

Whether you’re just starting out or upskilling for a tech career, this is your chance to learn from one of the world’s top universities — for FREE. 🌍

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4eA368I

💡Learn at your own pace, earn certificates, and boost your resume✅️

𝗨𝗽𝘀𝗸𝗶𝗹𝗹 𝗙𝗮𝘀𝘁: 𝗟𝗲𝗮𝗿𝗻 𝗧𝗲𝗰𝗵 𝗦𝗸𝗶𝗹𝗹𝘀 𝘄𝗶𝘁𝗵 𝗣𝗿𝗼𝗷𝗲𝗰𝘁-𝗕𝗮𝘀𝗲𝗱 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗶𝗻 𝗝𝘂𝘀𝘁 𝟯𝟬 𝗗𝗮𝘆𝘀!😍

Level up your tech skills in just 30 days! 💻👨‍🎓

Whether you’re a beginner, student, or planning a career switch, this platform offers project-based courses👨‍💻✨️

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/3U2nBl4

Start today and you’ll be 10x more confident by the end of it!✅️

🤖 6 PROMPTS TO USE CHATCPT AS YOUR DATA ANALYST...

ChatGPT Cheatsheet

#chatgpt

𝗠𝗶𝗰𝗿𝗼𝘀𝗼𝗳𝘁’𝘀 𝗙𝗥𝗘𝗘 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 𝗖𝗼𝘂𝗿𝘀𝗲 – 𝗟𝗲𝗮𝗿𝗻 𝗛𝗼𝘄 𝘁𝗵𝗲 𝗙𝘂𝘁𝘂𝗿𝗲 𝗼𝗳 𝗔𝗜 𝗪𝗼𝗿𝗸𝘀😍

🚨 Microsoft just dropped a brand-new FREE course on AI Agents — and it’s a must-watch!📲

If you’ve ever wondered how AI copilots, autonomous agents, and decision-making systems actually work👨‍🎓💫

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4kuGLLe

This course is your launchpad into the future of artificial intelligence✅️

Microsoft is offering FREE courses in following areas:

- AI
- IOT- Data Science
- Machine Learning
A project-based pedagogy that allows you to learn while building! 🚀

1️⃣ AI for beginners
Check this out 👇
http://microsoft.github.io/AI-For-Beginners

2️⃣ IOT
Check this out 👇
https://microsoft.github.io/IoT-For-Beginners

3️⃣ Machine Learning
Check this out👇
http://microsoft.github.io/ML-For-Beginners/#/


4️⃣ Data Science
Check this out👇
http://microsoft.github.io/Data-Science-For-Beginners/#/

𝗪𝗶𝗽𝗿𝗼’𝘀 𝗙𝗿𝗲𝗲 𝗗𝗮𝘁𝗮 𝗦𝗰𝗶𝗲𝗻𝗰𝗲 𝗔𝗰𝗰𝗲𝗹𝗲𝗿𝗮𝘁𝗼𝗿: 𝗬𝗼𝘂𝗿 𝗙𝗮𝘀𝘁-𝗧𝗿𝗮𝗰𝗸 𝘁𝗼 𝗮 𝗗𝗮𝘁𝗮 𝗖𝗮𝗿𝗲𝗲𝗿!😍

Want to break into Data Science but don’t have a degree or years of experience? Wipro just made it easier than ever!👨‍🎓✨️

With the Wipro Data Science Accelerator, you can start learning for FREE—no fancy credentials needed. Whether you’re a beginner or an aspiring data professional👨‍💻📌

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/4hOXcR7

Ready to start? Explore Wipro’s Data Science Accelerator here✅️

Copy & paste these 7 ChatGPT prompts to create an irresistible Resume/CV 👇

Showcase your strengths. Turn applications into interview invites!

Use these 10 proven ChatGPT prompts:


📈 Prompt 1: ATS Keyword Optimizer

Analyze the job description for [Position] and my resume. Identify 10 crucial keywords. Suggest natural placements in my resume, ensuring ATS compatibility. Present results as a table with Keyword, Relevance Score (1-10), and Suggested Placement. My resume: [Paste Resume]. Job description: [Paste Description].


📈 Prompt 2: Experience Section Enhancer

Optimize the bullet points for my most recent role as [Job Title]. Focus on achievements, skills utilized, and quantifiable results. Use strong action verbs. Present a before/after comparison with explanations for changes. Current job description: [Paste Current Bullets]. 


📈 Prompt 3: Skills Hierarchy Creator

Evaluate my skills for [Job Description]. Create a skills hierarchy with 3 tiers: core, advanced, and distinguishing skills. Suggest how to demonstrate each skill briefly. Present a visual skills pyramid with examples. My resume: [Paste Resume]. Job requirements: [Paste Requirements].


📈 Prompt 4: Professional Summary Crafter

Write a compelling professional summary for my resume for [Job Title]. Incorporate my unique value proposition, key skills, and career experience. Limit to 3-4 sentences. Provide 3 versions: conservative, balanced, and bold. My resume: [Paste Resume]. Job description: [Paste Description].


📈 Prompt 5:  Education Optimizer

Refine my education section for [Job Title]. Highlight relevant coursework, projects, or academic achievements. Suggest how to present ongoing education/certifications effectively. Provide a before/after version with explanations. My resume: [Paste Resume]. Job description: [Paste Description].


📈 Prompt 6: Technical Skills Showcase

List my technical skills for [Industry/Role]. Create a visual representation (Described in Text) that organizes these skills by proficiency level and relevance to [Target Role]. Suggestion skills to acquire/improve. My resume: [Paste Resume]. Job description: [Paste Description].


📈 Prompt 7:  Positive Career Gap Framing

Write an explanation for my [X months/years] career gap between [Start Date] and [End Date]. Focus on growth, skills gained, and valuable experiences. Show how these enhance my fit for [Target Job Title]. Create 3 versions for resume, cover letter, and interview response. My resume: [Paste Resume]. Job description: [Paste Job Description].

Join for more: https://t.me/aiindi

#aiprompt

5 ChatGPT Prompt Frameworks That Will Instantly Level Up Your Outputs 🚀📋

Don’t just wing it - use a formula.
These pro-level structures will make your prompts smarter, faster, and way more effective.

𝗛𝗶𝗱𝗱𝗲𝗻 𝗚𝗲𝗺 𝗳𝗼𝗿 𝗙𝗿𝗲𝗲 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝗳𝗿𝗼𝗺 𝗠𝗜𝗧, 𝗛𝗮𝗿𝘃𝗮𝗿𝗱 & 𝗦𝘁𝗮𝗻𝗳𝗼𝗿𝗱!😍

Still searching for quality learning resources?📚

What if I told you there’s a platform offering free full-length courses from top universities like MIT, Stanford, and Harvard — and most people have never even heard of it? 🤯

𝗟𝗶𝗻𝗸𝘀:-👇

https://pdlink.in/4lN7aF1

Don’t skip this chance✅️

🧭 Roadmap to Learn Generative AI (2025 Edition)

1. Master Python Programming (1 Month)
Learn basic syntax, data structures, and object-oriented programming.
Practice with libraries like NumPy, pandas, and Matplotlib.
Understand how to build simple applications using Python.

2. Understand Machine Learning Fundamentals (1 Month)
Grasp core concepts like supervised, unsupervised learning, and reinforcement learning.
Study algorithms such as linear regression, decision trees, k-means clustering, etc.
Learn about model evaluation metrics.

3. Dive into Deep Learning (1 Month)
Explore neural networks and architectures such as Feedforward Neural Networks (FNN), CNN, and RNN.
Learn about backpropagation, activation functions, and optimization techniques.

4. Grasp Generative Models (1 Month)
Study Autoencoders (AEs), Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs).
Understand how these models generate new data by learning from existing data.

5. Explore Natural Language Processing (NLP) (1 Month)
Learn about text preprocessing, embeddings, and sequence models.
Study the transformers architecture and attention mechanisms.
Understand how models like GPT and BERT work.

6. Engage with Generative AI Tools (1 Month)
Get hands-on with frameworks like Hugging Face for pre-trained models.
Learn to fine-tune models and build generative applications using these tools.

7. Work on Real-World Projects (Ongoing)
Apply your skills by developing projects such as chatbots, content generators, or image generators.
Continuously work on open-source projects or participate in competitions to improve your skills.

8. Join the AI Community (Ongoing)
Engage in forums, attend webinars, and follow AI researchers.


📅 Suggested 6-Month Learning Plan
Month 1: Python Programming
Month 2: Machine Learning Fundamentals
Month 3: Deep Learning Basics
Month 4: Generative Models
Month 5: Natural Language Processing
Month 6: Generative AI Tools & Real-World Projects

𝟯 𝗙𝗥𝗘𝗘 𝗖𝗼𝘂𝗿𝘀𝗲𝘀 𝘁𝗼 𝗦𝘁𝗮𝗿𝘁 𝗬𝗼𝘂𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀 𝗖𝗮𝗿𝗲𝗲𝗿 𝗶𝗻 𝟮𝟬𝟮𝟱!😍

Want to break into Data Analytics but don’t know where to start? 🤔

These 3 beginner-friendly and 100% FREE courses will help you build real skills — no degree required!👨‍🎓

𝗟𝗶𝗻𝗸:-👇

https://pdlink.in/3IohnJO

No confusion, no fluff — just pure value✅️