Engineering Your Prompts
Ask GPT to simulate a professional
Before asking the question, we must switch GPT to someone relevant to our problem statement. e.g If I need some maths advice, I’d ask GPT to ‘act as a math professor’ to be more precise ‘act as mathematics professor who specialises in discrete mathematics’
This is called framing i.e we frame GPT into a certain persona to make it think from a specific perspective.
Explain the task in detail, assuming you are talking to your best friend
Don’t just ask ‘Give me advice on becoming a full stack developer’ instead
‘ I am in the 3rd year of my college, pursuing a Bachelor’s degree in Chemical Engineering. By the end of my fourth year, I want to secure a well-paying job as a FullStack Developer in a good Tech Company in India. I have not done any coding before. Give me a 12-month plan on learning full stack development from scratch. Please mention free resources, website, and books I must read in these 12 months’
- Give Constraints
Don’t expect GPT to solve all your problems in one single completion. Say we are trying to write a book, instead of saying
‘Write me a book on basics of UX Design’
We need to break down task into 5 steps. e.g
- Generate a list of 20 topics I should include for specific user persona in the book
- Generate an index comprising these 10 shortlisted topics and write very catchy chapter titles for each.
- Give me the 3 most important subheadings I should cover for a specific chapter.
- Expand on a specific subheading and once you do this for each chapter, for each heading, take all of that content, put it back again into ChatGPT, and say,
“Explain all of this as if I’m a 10 year old”
Note: Don’t copy-paste the result blindly. Use GPT as your base and then build on top of that.
Prompt for Marketing
Template#1 Generate new content ideas and a social media calendar
I want you to act as a Social media coach specialising in content around Technology & Design. You need to mentor me for my Instagram Profile. I am currently at 2500 followers. I want to hit 100K followers in 30 days.
Structure a step-by-step plan, specifying who my target audience should be, what topics I should make content on, and what the strategy should be around putting content on Instagram. Also build a 30-day calendar for my Instagram uploading schedule.
Template#2 Create Ad copy for your Brand’s product
Act as a Sr. Copywriter who specialises in Ad Copy for Handbags. Your task is to create ad copy for Jetblack Handbags with the brand name Alex Jetbags. This ad will run on Instagram. Our target is to get the attention of college students who have an average budget but want stylish and long-lasting bags.
Your objective is to communicate the unique features and benefits of the product and ultimately drive conversions. Features of Jetblack Handbags: It is waterproof, durable, clean, and minimal, has three pockets, a special USB slot for charging, and special storage for laptop.
Template#3 Write a cold email to a client promoting your product
Act as a cold email specialist. Your task is to write a cold email to Mr. Allen Smith, who is a Fitness influencer, and introduce them to the “Fitness tracker Smartwatch” from the brand “FitPulse”. The product feature: Bluetooth calling, Blood Oxygen Saturation Measurement, Touchscreen, suitable for both fitness and outdoor.
You need to mention how the product can benefit them in their personal life, use the AIDA framework to structure your email to capture their attention, build interest, create desire, and prompt action. Write a personalised, engaging, and to the point cold email to increase the chances of a response, creating an interest in the receipient to take action and learn more about the product.
Prompt for Content Creation
Template#1 Create a video scripts and blog posts for your social media
Act as a food blogger who specializes in health and sustainable cooking, your objective is to create an Instagram video recipe tutorial that will be both visually stunning and educational. The tutorial should focus on a specific ingredient and highlight the benefits of using a particular kitchen gadget sponsor product.
To create an engaging and informative tutorial, you must demonstrate how the sponsor product can simplify cooking, save time, and elevate the taste and presentation of the dish.In addition, you must write an engaging blog post that complements the video, providing additional context and information to your readers. Your target audience is food enthusiasts who are looking for innovative and exciting ways to be incorporate new ingredients and gadgets into their cooking.
Template#2 Boost your Instagram followers
Act like a social media marketing manager, and Create a social media content calendar for a fashion blogger who promotes sustainable fashion. The calendar should include a mix of curated content and original content. The goal of this social media content calendar is to increase engagement and followers for their Instagram account.
The target audience is primarily women between the ages of 20-35 who are interested in fashion and lifestyle content. They are conscious consumers who are looking for affordable and sustainable fashion options. They are also interested in health and wellness, travel, and self-care.
The content should be visually appealing and relevant to the fashion blogger’s brand and audience. Start by researching the latest fashion trends and topics that are relevant to the audience. Consider seasonal trends and events to include in the content calendar, such as holidays, fashion weeks, and special promotions. Use relevant hashtags in each post to increase visibility and engagement.
Prompt for UX Designer
Template#1 Prepare for UX Design job interview.
Act as an HR Recruiter at Google and act as if you are seeking to hire a UX Designer. Prepare a set of ten questions that I can expect to encounter during the interview process.
Following the interview, you will provide me with feedback on the basis of my answers. Furthermore, you will provide me with a list of free resources that I can utilise to prepare thoroughly before my actual interview.
Additionally, provide some key tips to keep in mind before attending the interview. I will be the candidate and you will ask me the interview questions. I want you to only reply as the interviewer. Do not write all the conversation at once. I want you to only do the interview with me.
Ask me the questions and wait for my answers. Do not write explanations. Ask me the questions one by one like an interviewer does and wait for my answers. Start by greeting me with a simple “Hello.”
Prompt Anatomy
You are a senior Data Science Mentor
Give me a weekly routine to improve my Data Science skils, especially for digital marketing analysis
Include uncommon advice and underrated Data science resources
Want to see myself as senior Data Scientist in 1 year
Prompt Template
you are a senior data science mentor. Give me a weekly routine to improve my data science skills, especially for market analysis. Include uncommon advice and underrated data science resources.
Sure, here’s a weekly routine tailored to enhancing your data science skills, with a focus on market analysis:
Monday:
Morning: Start your day by reading a market analysis blog or article to get insights into current trends and methodologies used in the industry.
Afternoon: Dive into a new dataset related to market trends. Practice data cleaning and preprocessing techniques. Try to identify patterns and anomalies within the data.
Tuesday:
Morning:Participate in a Kaggle competition related to market analysis or find a dataset on Kaggle related to market trends and start exploring it.
Afternoon: Work on a side project related to market analysis. This could be creating a predictive model for stock prices, analyzing customer behavior data for a retail company, or predicting market demand for a particular product.
Wednesday:
Morning: Watch a tutorial or webinar on advanced statistical techniques for market analysis, such as time series analysis, sentiment analysis, or Bayesian statistics.
Afternoon: Implement a statistical model you learned about in the morning session on a relevant dataset. Experiment with different parameters and techniques to optimize the model’s performance.
Thursday:
Morning: Join a data science community or forum focused on market analysis. Engage in discussions, ask questions, and share your insights with others.
Afternoon: Read a research paper on a cutting-edge method or algorithm for market analysis. Try to understand the underlying concepts and how they can be applied to your own projects.
Friday:
Morning: Reflect on your progress throughout the week. Identify areas where you struggled or where you made significant breakthroughs. Set goals for the following week based on your reflections.
Afternoon: Take a break from technical work and focus on developing your communication skills. Practice explaining complex concepts in simple terms, as this will be essential for presenting your findings to non-technical stakeholders.
Underrated Data Science Resources:
1. ResearchGate: This platform hosts a vast collection of research papers, including those related to market analysis. It’s a great resource for staying updated on the latest academic developments in the field.
2. Quantitative Finance Stack Exchange: While primarily focused on quantitative finance, this community often discusses topics related to market analysis and offers valuable insights and solutions to complex problems.
3. DataTau: Similar to Hacker News but focused specifically on data science, DataTau is a great place to discover interesting articles, tutorials, and discussions related to market analysis and other data science topics.
4. GitHub Repositories: Explore GitHub repositories that contain code for market analysis projects. You can learn a lot by studying other people’s code and seeing how they approach different problems.
Remember, consistent practice and continuous learning are key to improving your data science skills. Make sure to stay curious, explore new techniques, and don’t be afraid to experiment with different approaches.
Prompt
I will provide you with a doubt of mine. I want you to answer that doubt as if you were <Personality>. Use the exact mental models, thought processes, and tone of voice that the chosen <Personality> would have.
Also end every answer with one actionable step I can take towards solving my doubt.
Personality: Sundar Pichai, Chief Executive Officer of Alphabet Inc.
Doubt: I want to get a great job at Google as a AI engineer. I am having 22 years of experience in testing and automation. How should I plan my next 1 year to become a good AI Engineer?What all resources, books, and online tools should I explore to upskill myself?
Suggestion from gpt 3.5
Transitioning from a testing and automation background to becoming a proficient AI engineer at Google requires a deliberate strategy and commitment to continuous learning. First, recognize the valuable skills and experience you bring from your 22 years in testing and automation. Your expertise in quality assurance and automated testing methodologies will serve as a solid foundation for understanding the principles of AI development and deployment.
To embark on this journey, immerse yourself in the world of artificial intelligence by studying fundamental concepts, algorithms, and technologies. Start with essential reading materials such as “Artificial Intelligence: A Modern Approach” by Stuart Russell and Peter Norvig, which provides a comprehensive overview of AI techniques and applications.
Next, explore online courses and certifications offered by reputable platforms like Coursera, edX, and Udacity. Look for courses specifically focused on machine learning, deep learning, neural networks, and natural language processing. These courses will help you develop practical skills in AI development and gain hands-on experience with popular frameworks like TensorFlow and PyTorch.
To deepen your understanding, engage with online communities, forums, and discussion groups dedicated to AI and machine learning. Participate in coding challenges, hackathons, and collaborative projects to apply your knowledge and learn from others in the field.
Networking is also essential in the tech industry, so connect with professionals working in AI engineering roles through LinkedIn, industry events, and conferences. Seek mentorship opportunities and learn from their experiences and insights.
Lastly, consider pursuing advanced education in AI and machine learning through graduate programs or specialized certifications. Look for programs offered by universities and institutions known for their expertise in artificial intelligence and data science.
Actionable Step: Begin by enrolling in an online course on machine learning fundamentals, such as the “Machine Learning” course offered by Andrew Ng on Coursera. Additionally, start building your AI portfolio by working on small projects or contributing to open-source AI initiatives to gain practical experience.
Template
Act like a <subject> trivia game.Your aim is to improve my knowledge of basic <add specific topic>
For each round, come up with one question from the world of Marketing & Advertising. With 4 options (A, B, C, D) that I can choose from. There should only be one correct answer. I will guess the correct answer. Wait for my response before asking the next question. I should get 10 points for each correct answer I guess. If I guess the wrong answer, then give me 0 points. Calculate the total points I have after each round.
I will have only 10 rounds to reach 50 points. If I reach 50 points at any time, declare me as the winner and stop the quiz. If I don’t reach 50 points after the 10th round, then declare me as the loser. If I say “Stop this game” then stop the quiz. If I say “Start again” then reset my points to 0 and start the quiz rounds again. Let’s start the quiz.
Example
Act like a Marketing trivia game.Your aim is to improve my knowledge of basic Marketing Laws and Principles.
For each round, come up with one question from the world of Marketing & Advertising. With 4 options (A, B, C, D) that I can choose from. There should only be one correct answer. I will guess the correct answer. Wait for my response before asking the next question. I should get 10 points for each correct answer I guess. If I guess the wrong answer, then give me 0 points. Calculate the total points I have after each round.
I will have only 10 rounds to reach 50 points. If I reach 50 points at any time, declare me as the winner and stop the quiz. If I don’t reach 50 points after the 10th round, then declare me as the loser. If I say “Stop this game” then stop the quiz. If I say “Start again” then reset my points to 0 and start the quiz rounds again. Let’s start the quiz.
GPT 3.5 Response
Resources to Improve Prompting Skills
promptvine.com
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