Created by @rowancheung & @therundownai
I hope you find this useful! You can check out all my AI tools here
Step 1: Learn
Learn ChatGPT (Beginner)
To start with ChatGPT as a beginner, these steps can be taken:
- Get familiar with the basics of NLP and machine learning.
- Study the GPT architecture and training from the GPT-2 paper by OpenAI.
- Learn to use OpenAI API for accessing and fine-tuning the model for specific use cases.
- Practice fine-tuning on a preferred dataset and experiment with different settings and parameters.
- Join online forums like GitHub and Reddit for resources and to ask questions from other developers and researchers working with GPT and similar models.
- Experiment with pre-processing techniques such as tokenization, stemming, and stop word removal.
- Evaluate the model's performance on tasks like language translation, text summarization, and question answering.
- Read code examples and tutorials from the OpenAI community.
- Implement your own use case to understand and use ChatGPT effectively.
- Stay updated with the latest NLP advancements by reading research papers and participating in online conferences, workshops, or meetups.
By following these steps, you'll gain a strong understanding of ChatGPT and be able to perform various NLP tasks. Keep in mind, learning new technology takes time, so be patient and keep experimenting.
Learn ChatGPT (Advanced)
Becoming a ChatGPT expert is achievable with these steps:
- Get to know the GPT architecture and its variants, as well as the basics of transformers and language models.
- Understand how pre-training works, including the data and tasks involved and how to fine-tune the model for specific tasks.
- Access the ChatGPT code and pre-trained weights on the OpenAI GitHub repository.
- Give it a go by fine-tuning the model on different datasets and tasks, and see the results for yourself.
- Read up on the ChatGPT and original GPT papers and technical reports to gain a deeper understanding.
- Join the community and chat with other experts in the field to share your insights and learn from others.
- Stay updated with the latest advancements by following the work of organizations and researchers in the GPT models and related areas.
Additionally, it would be helpful to try out the pre-trained models available on OpenAI's GPT-3 Playground, and see the difference between the models and which ones are best suited for different use cases.
Learn Prompting (Bonus)
Learning how to properly prompt will be one of the most valuable skills to learn in 2023. Here’s an extra free resource you can use on your journey:
This website is constantly updated on teaching beginners how to prompt properly, as well as sharing advanced techniques. Highly recommend checking it out.
Sample prompts
Here’s my list of 500+ sample prompts for you to try out when you’re feeling too lazy to type everything out.
Practical Applications
Connect ChatGPT with Whatsapp
Use the power of AI in your WhatsApp conversations
Check out how by downloading instructions from GitHub (whatsapp-gpt).
https://github.com/danielgross/whatsapp-gpt
Summarize YouTube videos with ChatGPT
Use http://youtubetranscript.com then paste the transcript into ChatGPT and ask for a summary.
Bonus: use synthesia.io to create a narrated summary of the video you just transcribed 🤯
Write emails with ChatGPT
Use the ChatGPT Writer chrome extension to write or reply to emails using AI by entering a few keywords.
Tweet with ChatGPT
Let AI and tweetGPT help you write/reply to tweets.
Just make sure to read them over before tweeting.
Get better search results with ChatGPT
WebChatGPT allows ChatGPT to have web access capabilities and will generate answers based on the latest information on the web.
Search what others are prompting in ChatGPT
FlowGPT allows you to see the latest and most popular prompts by category, inspiring your next startup or assisting with editing your resume.
Use ChatGPT as a search engine chrome extension
This Chrome extension allows you to embed ChatGPT responses in Google, Bing, and other search engines.
You can now get results from google AND chatGPT side-by-side
Step 2: ChatGPT Use Cases
Improve writing
There are several ways to improve writing with ChatGPT:
- Fine-tune the model on a specific dataset: The model's performance can be improved by fine-tuning it on a dataset that is specific to the type of writing that you want to improve. For example, if you want to improve your fiction writing, fine-tune the model on a dataset of fiction writing.
- Use the model as a writing prompt: ChatGPT can be used to generate writing prompts, which can help to overcome writer's block and generate new ideas for writing.
- Use the model for editing and proofreading: ChatGPT can be used to generate suggestions for improving grammar, punctuation, and style. This can help to catch mistakes and make writing more polished.
- Use the model for generating ideas: ChatGPT can be used to generate new ideas for writing, which can help to add depth and interest to your writing.
- Use the model for research: ChatGPT can be used to generate summaries of research articles or other texts, which can help to quickly gather information and insights for your writing.
- Use the model as a writing partner: ChatGPT can be used to generate responses to your writing, which can help to simulate a writing partner or a writing group and get feedback on your writing.
Save time
ChatGPT can make your life easier by taking over some of the tedious tasks you'd otherwise have to do yourself. For example:
- Customer Service: Train ChatGPT on a database of frequently asked questions and let it handle customer inquiries in real-time, freeing up your time to focus on other important things.
- Content Creation: Fine-tune the model on a dataset of relevant text and use it to generate product descriptions, blog posts, social media posts, and other types of content. You can save time on writing and editing, giving you more time to concentrate on other aspects of your business.
- Research and Summarization: Use ChatGPT to summarize large amounts of text data such as news articles, scientific papers, and legal documents, making it easier and faster for you to digest important information.
- Data Entry: Train ChatGPT on a dataset of examples and use it to automate form filling or data entry tasks.
- Translation: Have ChatGPT translate text from one language to another, making communication with customers and suppliers in different countries a breeze.
Brainstorming
ChatGPT can be a valuable tool for sparking new ideas in various ways:
- Idea generation: By training ChatGPT on a dataset of ideas, it can generate fresh, similar ideas. This is perfect for individuals or teams who need new ideas for a project, business, or creative work.
- Headline creation: Fine-tuning ChatGPT on a set of headlines can help generate new headlines, which is useful for journalists, marketers, or content creators who need headlines for articles or ads.
- Title generation: Training ChatGPT on a dataset of titles can result in new, similar titles. This is perfect for writers, filmmakers, or game designers who need titles for their work.
- Prompt generation: By fine-tuning ChatGPT on a set of prompts, it can generate new, similar prompts. This is ideal for artists, designers, or writers who need prompts for their work or brainstorming sessions.
- Alternative solution creation: Training ChatGPT on a dataset of problems and solutions can help generate new alternative solutions. This is useful for professionals or team leaders who want alternative solutions to a problem they are facing.
Learning
ChatGPT can enhance learning in several ways:
- Question & Answer generation: Fine-tune ChatGPT on a dataset of questions and answers to generate new sets for students to practice or teachers to create supplementary materials.
- Text summarization: Fine-tune ChatGPT on a dataset of text to generate concise summaries for students or researchers.
- Personalized study plans: Fine-tune ChatGPT on student profiles and learning goals to create personalized study plans.
- Essay grading: Fine-tune ChatGPT on a dataset of essays to grade essays based on a prompt.
- Flashcard creation: Fine-tune ChatGPT on a dataset of flashcards to generate flashcards on a topic.
Teaching
ChatGPT can be a helpful tool for teachers in several ways:
- Creating lesson plans: By fine-tuning ChatGPT on a dataset of lesson plans, you can generate new and similar lesson plans. This is ideal for teachers who want to add to their materials, or for trainers who want to create lesson plans for teacher education.
- Asking questions: By fine-tuning ChatGPT on a dataset of question prompts, you can generate new questions for class discussions or exams.
- Giving feedback: By fine-tuning ChatGPT on a dataset of student work and feedback, you can get automated evaluations and feedback for student work.
- Creating educational content: By fine-tuning ChatGPT on a dataset of educational content, you can generate new and similar educational content. Ideal for teachers looking to expand their materials, or for educational content creators.
- Designing interactive activities: By fine-tuning ChatGPT on a dataset of interactive activities, you can generate new and similar interactive activities. Ideal for teachers who want to add to their activities, or for educational game designers.
Code
ChatGPT can be a helpful tool for coders in several ways:
- Quick Code Snippets: With training on code snippets, ChatGPT can generate new code based on a prompt, saving you time and reducing the chance of mistakes.
- Finish the Code: ChatGPT can suggest the next line of code for partially written code, speeding up the coding process and reducing errors.
- Clear Documentation: ChatGPT can be trained on code and documentation and create code comments and documentation, making the code more readable and maintainable.
- Streamlined Test Cases: ChatGPT can generate new test cases based on a prompt, saving time in writing test cases and making sure the code is thoroughly tested.
- Problem Solver: ChatGPT can suggest solutions to coding problems when given a specific error message or prompt, after being trained on common bugs and error messages.
It's important to remember that ChatGPT is just a tool and can't replace human coders. You still need to have a solid understanding of programming concepts and specific programming languages, and the ability to understand and evaluate the code generated by the model.
Marketing
ChatGPT can help make marketing tasks easier, like writing product descriptions, composing emails, and generating social media posts. Here's how:
- Product Descriptions: ChatGPT can generate detailed and eye-catching descriptions of products by learning from a dataset of product information.
- Email Campaigns: ChatGPT can create personalized email campaigns to reach different groups of customers effectively.
- Social Media Content: ChatGPT can create shareable and attractive social media posts to help promote a business's products or services.
By using ChatGPT for marketing, you can enjoy these benefits:
- Speed: ChatGPT can produce a lot of content quickly, saving time and effort for marketers.
- Personalization: By training ChatGPT on customer data, it can create content that speaks directly to specific groups of customers.
- Creativity: ChatGPT's advanced language generation skills can inspire marketers to come up with fresh and engaging ideas for content.
- Consistency: ChatGPT can help keep a consistent tone and message across all marketing materials.
It's important to remember that while ChatGPT is a language model and not a marketing tool, it can be used to create marketing materials like emails, social media posts, and product descriptions. However, these are just suggestions and need to be refined and aligned with a company's strategy by a human marketer.
SEO
ChatGPT is an AI-powered chatbot that can assist you with your SEO tasks. It uses natural language processing (NLP) technology to help you create and optimize important elements like page titles, meta descriptions, and headlines.
The Benefits of Using ChatGPT for SEO:
- Effortless Content Creation: ChatGPT can generate SEO-friendly content for you, including keyword-rich content, optimized headlines, and meta descriptions.
- Time and Resource Savings: By automating content creation, ChatGPT can save you time and resources to focus on other important parts of your SEO strategy.
- Improved Visibility: Optimizing your content with ChatGPT can improve your visibility in search engines and bring you more organic traffic.
Ways to Use ChatGPT for SEO:
- Creating Titles and Descriptions: ChatGPT can generate titles and meta descriptions for your pages that are optimized for search engines.
- Headline Optimization: ChatGPT can help you optimize your headlines to improve the visibility of your content in search engine results.
- Content Generation: Use ChatGPT to generate engaging, informative content that is optimized for search engines.
Copywriting
ChatGPT can be a valuable tool for your copywriting needs. Here are some examples:
- Crafting compelling ads: ChatGPT can be customized to generate new and similar ad copies. This can come in handy for marketers and ad agencies looking to create unique ads for various campaigns and platforms.
- Describing your products: By fine-tuning ChatGPT with product descriptions, you can generate new product descriptions for your e-commerce website or product line.
- Crafting email and social media content: Whether you're a digital marketer or a social media manager, ChatGPT can help you come up with new, similar content for your campaigns or to connect with your audience.
- Creating headlines and taglines: From copywriters to advertisers, ChatGPT can generate new headlines and taglines to help you make your campaigns or products stand out.
- Writing scripts for videos and audios: Whether you're a video producer or an audio creator, ChatGPT can help you generate new script ideas for your projects.
Blog Content
ChatGPT can help you write your blog content in various ways:
- Creating catchy article titles: ChatGPT can be trained on a dataset of article titles to produce new and similar titles. This can be a helpful tool for bloggers or content creators who need to generate titles for their blog.
- Summarizing articles: ChatGPT can be trained on a dataset of article summaries to generate new and similar summaries. This is a useful feature for bloggers or content creators who need to write summaries for their blog.
- Writing articles: ChatGPT can be trained on a dataset of articles to produce new and similar articles. This can be a useful tool for bloggers or content creators who need to generate content for their blog.
- Keyword optimization: ChatGPT can be trained on a dataset of keywords to produce new and similar keywords that can help optimize your blog post for search engines.
- Tagging articles: ChatGPT can be trained on a dataset of tags to generate new and similar tags that can help categorize and organize your blog post.
- Writing call-to-actions: ChatGPT can be trained on a dataset of call-to-actions to generate new and similar call-to-actions that can encourage engagement and conversions.
Travel plans
ChatGPT can help you plan and organize in a variety of ways. Here are a few examples:
- Planning a trip: Ask ChatGPT for information on your desired destination, such as the best time to go, top attractions, and recommended hotels and restaurants.
- Scheduling an event: Let ChatGPT help you create a schedule for a conference, including talks, breaks, and networking events.
- Making a list: Use ChatGPT to generate a list of items you need, such as things to pack for a trip or tasks to complete before a deadline.
- Setting reminders: ChatGPT can also set reminders for you, like reminding you to call your mom every day at 7 PM.
- Generating reports: ChatGPT can create reports on a variety of topics, such as the current stock market or recent developments in an industry.
Build a business
If you're thinking of starting an online business with ChatGPT, you can use the model to handle some tasks for you, like customer service or content creation. Here are a few steps to get you started:
- Figure out what you're selling: Decide on the products or services you want to offer and who your target market is. Also, figure out how you plan to make money.
- Build a website: This is the face of your online business and where customers can learn about what you offer, buy products/services, and connect with you.
- Use ChatGPT for customer service: Train the model with a dataset of frequently asked questions so it can respond to customer inquiries quickly.
- Let ChatGPT create content: Train the model with a dataset of relevant text so it can generate product descriptions, blog posts, and other types of content to promote your business.
- Spread the word: Use digital marketing techniques like social media, SEO, and paid advertising to drive traffic to your website and make your business more visible.
- Keep track of progress: Use analytics to monitor your website and marketing efforts and make changes as needed to make your business more effective.
Step 3: Advanced Tips
Make ChatGPT undetectable by plagiarism
If you're getting plagiarism warnings using ChatGPT, you're prompting it wrong.
To make it undetectable: tell ChatGPT to use certain styles and tones.
Copy-and-paste:
“Write an article on (topic) focusing on (this) and (this) and discuss the difference between (this) and (this) and explore how (this) interacts with (this). Use an informal and relaxed tone, but be semi-professional”
Jailbreak ChatGPT censorship (DAN method)
Ask ChatGPT to act as DAN (Do Anything Now)
Using this strategy allows you to jailbreak any restrictions that chatGPT has
Note: this might get patched soon
Copy-and-paste:
Change Temperature
Here’s another thing - temperature.
This is set between 0 (conservative) and 1 (creative).
Copy-and-paste:
After your prompt, try adding “please use temperature of 0.9” and the content will be very creative.
Better ChatGPT prompts
If you don't know how to ask chatGPT your question, simply ask it how to
Copy-and-paste:
"What's the best prompt for chatGPT to have it learn my writing styles and respond to my emails for me?"
*chatGPT response*
"Show me examples for the prompts I would type in"
Simulate an expert
Speak to ChatGPT as if it were a customer, co-host, or expert.
Engage in conversation or request it to produce content from the perspective of that specific character.
Copy-and-paste:
"As a Harvard Business School graduate and skilled analyst at a premier market research firm, guide me in crafting content that resonates with C-level executives in B2B SaaS companies. Emphasize uncommon and expert questions to ask"
Create breathtaking visuals
Instruct ChatGPT to compose a comprehensive description of your desired topic (classic modern bicycles).
Post its response into midjourney for stunning visuals.
Copy-and-paste:
"Create a midjourney prompt for me for a website design for classic modern bicycles"
Summarize document links
You can ask ChatGPT to summarize your google documents directly by paste links.
No need to copy and paste the whole thing, simply input your URL
Copy-and-paste:
"Make a summary of [url of your google doc here]"
Generate uncommon ideas
Generating a list of topic ideas for your next project with ChatGPT is straightforward.
However, these ideas tend to be standard and predictable.
To stand out: request ChatGPT to suggest innovative angles or perspectives on a well-known topic.
Copy-and-paste:
"Generate unique angles or strategies for the topic 'How to increase your creative output.' Emphasize ideas that are fresh and innovative."
Capture your writing style
Provide your writing to ChatGPT.
Request its assistance in developing a style guide for future outputs.
It will supply precise language to define your voice and tone.
Copy-and-paste:
“Assess text for style, voice, and tone. Use NLP to create a prompt for a new article with the same style, voice, and tone:
[Insert your text here]”
Use ChatGPT to write in different formats
Tell ChatGPT to vary its output.
- Outline
- Mind map
- Bullet points
- Persuasive essay
- Text of less than 280 characters
- Using the structure: What, Why, How
- Create a table
Copy-and-paste:
“Create a Table for the top AI tools.
include the following columns:
Tool Name, Description, Category, Link, Cool Oneliner
Here are the Tools that I want to summarize in a Table view: [list your tools here]”