The LLM Scientist Roadmap

LLMOps vs MLOps

𝗠𝗮𝘀𝘁𝗲𝗿 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘁𝗶𝗰𝘀, 𝗣𝘆𝘁𝗵𝗼𝗻, 𝗔𝗜 & 𝗦𝗤𝗟 𝗳𝗼𝗿 𝗙𝗥𝗘𝗘 𝘄𝗶𝘁𝗵 𝗜𝗕𝗠!😍

Want to break into tech or level up your skills?💡

✅ Data Analytics: Analyze & visualize data like a pro
✅ Python: The most in-demand programming language
✅ AI & Machine Learning: Build smart applications
✅ SQL: Work with databases & extract insights

𝐋𝐢𝐧𝐤👇:-

https://pdlink.in/40F7YTD

🔥 Start your journey today!

Update Emails Using AI

Prompt:

"Write an email from [job role] to [client] updating him about [update] in [project]. The email should maintain [tone].

Job role = [Insert Here]
Client = [Insert Here]
Update = [Insert Here]
Project = [Insert Here]
Tone = [Insert Here]"

ChatGPT Prompts for Jobs

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

Translate Ad Copies Using AI

Prompt:

"Translate [ad copy] into [language]. Understand the meaning of [ad copy] and find relevant words and native phrases in [language] that are best suited for persuading customers.

Show what you've changed/added in English."

Memorize key information

Prompt: What are the most important facts, dates, or formulas related to (topic)? Help me create a memorisation technique to remember them easily.

Brainstorm and Generate eBook ideas.

Prompt: I'd like to pen an eBook about marketing strategies for (Business name). Could you suggest some chapter themes, successful indoor gardening examples, and guidance on engaging an urban audience?

Learn from mistakes

Prompt:

"I made a mistake while practicing (skill). Can you explain what went wrong and how I can avoid making the same mistake in the future?"

AI tools to up your game in any fieldCreate better content, organize your thoughts, find new research publications – and much more. Here are our hand-picked trusted AI tools for any task:

*? For content creators• Sophina – a virtual scriptwriting coach trained by a top UK influencer;
• Synthesys* – an algorithm that turns your script into an educational video using prerecorded material by human voice-over artists.

*?‍? For top students• Smartest Learning – analyzes texts and creates illustrated presentations, quizzes, and tests.
• ChatPDF – analyzes entire PDF files (textbooks, articles, books, or any other documents) and then uses them as a database for your queries.
• Notion AI* – summarizes a textbook chapter, identifies its key points, and uses them to make a presentation or graph on the topic. What’s more, it can even generate a test to check your knowledge — all in a split second.

*? For researchers• Research Rabbit – an algorithm that will help you find and visualize scientific data relevant to your subject.
• Elicit – a tool that summarizes research findings and extracts key data.
• Consensus* – a website essential for when you need a quick research-based rundown on a topic.

Guest post by @itmo_uni