We used to say that we learn something new every day, but in the rapidly evolving realm of AI, it’s every hour.


Since ChatGPT was released, in November 2022, I've had the privilege of having a front-row seat and among the first to access its capabilities. I’ve taken notes and made efforts to organize the knowledge and know-how about Generative AI in general and ChatGPT in particular and ended up writing this book: “ChatGPT. Mastering Conversations with Artificial Intelligence.” 


The book is practical, in-action, hands-on, and designed to make the world of Generative AI accessible to everyone, to provide a clear path for readers, regardless of their technical background, to understand, utilize, and benefit from Artificial Intelligence.

The book is available here.


ChatGPT. Mastering Conversations with Artificial Intelligence. will guide you from absolute beginner to proficiency step-by-step. You will learn how to set up your AI working space, and how to use AI to brainstorm new ideas, generate text, explain almost everything in an accessible language, create images, or analyze and visualize your data.


If you start now and take it slowly, in a few weeks you'll have a whole new set of skills to enhance your daily life and work using Artificial Intelligence.


The book covers the following 11 chapters:



I hope you enjoy it!


Below you can find the prompts used in the book. Copy and adapt them to your particular context.

You can find the book updates here.

Images

Notes:

DALL-E is continually evolving and improving, expect prompts to work differently when you test them.

When you prompt DALL-E, it makes efforts to save resources and generates variations to your prompt rendering 4 images.  You can choose whatever image you like and ask DALL-E, in the next prompt, to modify it to your needs. If your prompt is 76 words longer, DALL-E truncates it.

Any artwork generated by DALL-E is not solely yours. What it means is that you can use the AI-created images, but they are not exclusive; others might use them as well. 

Use DALL-E responsibly and honor intellectual property boundaries.

A futuristic banner featuring a palette of jacaranda color, copper, and gold. The central focus is a cyborg young lady's profile. 

Tall image of an infinite library. You can see different floors of different heights, connected by stairs or sky walks, and numerous shelves of books. People sit down and read, lie down and read, or walk with books in their hands. The predominant colors should be pastel.

Tall image of a young woman, dressed in a green short dress with long sleeves, a deep V-neckline, and layered ruffles at the skirt, walking through a sunny street of a Mediterranean town. Her hair is pulled back, and she appears to be mid-stride. The buildings on the street are white with details of wear. There's a sidewalk cafe with one old man sitting.

A futuristic space exploration command center, with a modern design featuring dark tones and ambient blue lighting. Three large, floating holographic screens,  In the center, there's an interactive holographic projection of a 3D Jacaranda tree. 

Mountain route with a red leading line to the summit. 

Monkey seated on the stairs of a colorful Indian temple. 

Young Brazilian woman in indigenous cultural attire. 

Desert landscape marked by sandstone formations and an off road, solitary vehicle, with a roof rack. 

Safari camp in the Okavango Delta. 

Close-up portrait of a Scottish clan leader, in traditional Scottish attire. 

Close-up image of a seasoned oil rig explorer in a yellow vest, with additional details: freckles on his face, drops of sweat, and a dirt.

Young Indian woman, in the Ganges, holding a small offering with flowers. 

Chapter 1 - ChatGPT – Your New AI Assistant

Chapter 2 - Getting Started

SUMMARIZE

"I'd like a summary of the new features of the product [e.g., phone model]. Focus on camera capabilities and battery life."

"Please summarize the key findings in this scientific study about the effects of sleep deprivation on cognitive performance. Highlight the main implications for productivity."

"Please provide a summary of this transcript discussing the benefits of mindfulness meditation for stress reduction. Include all practical tips mentioned."

REWRITE

"Please rephrase this blog post discussing travel tips for solo adventurers. Maintain the engaging tone while condensing the content for a quicker read."

"Please help me rewrite the abstract of my paper. I'd like a more concise version that retains the main findings and key implications."

"I need a clearer version of these instructions for this [product/service]. Simplify the steps and ensure the language is easy to follow for beginners."

GENERATE

"Create an engaging explanation of artificial intelligence for high school students. Use simple language and relatable examples to demystify the concept of AI."

"I need a detailed comparison between iOS and Android. Highlight their strengths, weaknesses, and differences in user experience."

"I have a list of ingredients that includes [list ingredients]. Could you create a flavorful and healthy recipe using these ingredients? Please suggest cooking techniques, seasonings, and step-by-step instructions."

SEARCH

“Help me find reviews for [phone model]. I want to know about its features, performance, and user experiences."

"I'm planning a vacation in [travel destination]. Please gather information about historical landmarks and provide a brief overview of each."

"I'm interested in learning how to start a blog. Please find comprehensive how-to guides that cover the steps, tools, and best practices."

EXTRACT

"Please extract the main key points and takeaways from this article about the future of AI"

"I need you to extract any relevant statistics or data related to climate change impacts from this research paper."

"Extract descriptions of the main characters from [title of the novel] and provide details about their appearances and personalities."

CLASSIFY

"Classify the main characters in this story as protagonists, antagonists, or supporting characters based on their actions and motivations."

"Classify the features mentioned in this product description into categories like usability, performance, and security."

"Classify the observed phenomena mentioned in this astronomy article as planetary, stellar, or galactic events."

CONVERSATION

"Please help me practice Italian by engaging in a conversation as my language teacher. Let's discuss my weekend plans.”

"I'm feeling stressed about a new project at work. Can you act like my personal trainer and offer some advice and techniques to manage my anxiety and improve my focus?”

"You are my friend. Let's have a debate about the latest developments in artificial intelligence. Do you think we are close to achieving human-level understanding?”

TRANSLATE

"Please translate my message into Mandarin while maintaining a professional tone."

"I have this Italian article. Can you read, summarize, and translate it in English?”

"Help me translate the technical instructions from this user manual in German into English."

SENTIMENT ANALYSIS

"Perform sentiment analysis on these social media comments to assess how the audience perceives our new offerings."

"Analyze the sentiment in this project feedback to assess our business partner satisfaction with the outcomes."

"Perform sentiment analysis on customer cancellation requests and their accompanying comments. Determine if issues are service-related or situational."

Chapter 3 - Prompt Design

Context-Centric Prompt:

Context: "You are a travel blogger exploring the vibrant streets of Tokyo."

Assistant Role: "GPT Assistant, act as a knowledgeable travel guide."

Assistant Task: "Generate a captivating paragraph describing the bustling atmosphere of Shibuya Crossing during rush hour."

Desired Output: "Output a blog-style paragraph with an informal tone, around 150 words in length."

Task-Specific Prompt:

Context: "You are a student preparing a presentation on climate change."

Assistant Role: "GPT Assistant, function as a scientific researcher."

Assistant Task: "Summarize the latest findings on the impact of deforestation on global warming."

Instructions and Data: "Utilize data from reputable scientific journals published within the last five years."

Desired Output: "Provide a concise summary with informative graphs and tables, targeting an academic audience."

ChatGPT can browse the internet to provide “current and authoritative” information instead of being restricted to cut-off knowledge.

Personalized Output Prompt:

Context: "You are a tech enthusiast seeking advice on upgrading your computer."

Assistant Role: "GPT Assistant, assume the role of a tech expert."

Assistant Task: "Suggest the best computer parts for a high-end gaming PC within a reasonable budget."

Desired Output: "Generate a detailed list of recommended computer parts, including links to purchase."

Multi-Step Complex Task Prompt:

Context: "You are an entrepreneur planning to launch a sustainable fashion brand."

Assistant Role: "GPT Assistant, act as a business consultant."

Assistant Task: "Outline a step-by-step business plan for establishing and marketing the brand."

Task Instructions: "Incorporate market research, competitor analysis, and strategies for eco-friendly production."

Desired Output: "Deliver a comprehensive document with headings, subheadings, and a persuasive tone, targeted at potential investors."

Comparative Analysis Prompt:

Context: "You are a health-conscious individual looking to adopt a new exercise routine."

Assistant Role: "GPT Assistant, you are a fitness advisor."

Assistant Task: "Compare the benefits and drawbacks of cardio workouts versus strength training."

Task Instructions: "Provide evidence-based information from recent fitness studies."

Desired Output: "Generate a well-structured table or chart highlighting the pros and cons of each type of exercise, aimed at readers interested in improving their fitness regimen."

Chapter 4 - Prompting Techniques

CoD Example Framework:

Initial Prompt: TASK: "Write a summary of the following text, not exceeding 100 words." "[TEXT]"

CoD Process:

Step 1: Learn what constitutes a 'New Entity' within the provided TEXT.

Step 2: Identify one 'New Entity' absent from the existing summary.

Step 3: Compose an improved summary incorporating all entities from the previous version plus the 'New Entity'.

Cycle: Repeat the cycle ten times to enhance entity density.

Guidelines: To maintain the word limit, utilize contractions, eliminate superfluous language, and continuously refine the summary for flow and clarity.

SoT Example:

TASK: “Write a keynote about Global Warming.” 

TASK GUIDELINES: (Skeleton) “The main causes of global warming: carbon dioxide emissions, methane, deforestation, loss of natural carbon sinks, land usage, human behavior, industrialization.”

Test these prompts and adapt them to fit your needs:

Quick Definition:

"Define 'photosynthesis' and explain its significance in the ecosystem."

Creative Writing:

"Craft a short story set in a futuristic city where dreams are traded as a form of currency.”

Coding Help:

"Write a Python function that calculates the factorial of a given positive integer."

Historical Context:

"Explain the significance of the Magna Carta and its impact on the development of modern democracy.”

Recipe Request:

"Share a simple recipe for a vegetarian pasta dish with a creamy tomato sauce.”

Problem-Solving:

"Solve the quadratic equation x^2 - 5x + 6 = 0 and provide both solutions.”

Initial Prompt:

"You're a skilled chef. Tell me about your vegetarian Transylvanian Gulash.”

Model's Response: 

"This dish pays homage to the region's rich culinary heritage, with wild mushrooms as the focal point. Tender, earthy chanterelles, and porcini mushrooms dance in a hearty stew, woven with the whispers of local herbs."

Subsequent Prompt:

"Share your approach to sourcing the key ingredients highlighting the importance of authenticity."

Model's Response:

"Our wild mushrooms are from the pristine forests of Transylvania itself, lovingly handpicked by skilled foragers. The herbs are cultivated in our garden. The red wine, a product of local vineyards, infuses the dish with the terroir of the land, ensuring every spoonful is a taste of Transylvania."

Subsequent Prompt:

"Illuminate the cooking techniques employed to achieve the balance of flavors and textures in the Transylvanian Wild Mushroom Gulash."

Model's Response:

"Crafting this Gulash involves a symphony of culinary techniques. The wild mushrooms are sautéed to enhance their natural flavors before being gently simmered in a rich broth. The caramelized onions and garlic, a testament to Transylvania's rustic charm, infuse depth into the stew. As the Gulash simmers, the red wine gradually melds with the mushrooms, creating a harmonious union of tastes. A dash of smoked paprika completes the masterpiece, adding layers of complexity and a whisper of Transylvanian mystique."

Initial Prompt: 

"Tell me about your favorite hobbies."

Model's Response: 

"One of my favorite hobbies is painting. I find it incredibly relaxing and it allows me to express my creativity. I also enjoy hiking in nature, as it gives me a sense of serenity and a break from technology."

Branch 1 - Follow-up Prompt: 

"Tell me more about your painting hobby. What kind of subjects do you like to paint?"

Model's Response (Branch 1): 

"When it comes to painting, I'm drawn to landscapes and vibrant colors. I often find inspiration from nature scenes, like sunsets over the ocean or lush forests. I love playing with different shades to capture the beauty and emotions of the natural world."

Branch 2 - Follow-up Prompt: 

"What are some of your favorite hiking spots?"

Model's Response (Branch 2): 

"Hiking is a wonderful way for me to disconnect and recharge. I've explored some beautiful trails near my home, like a scenic trail in the nearby mountains and a peaceful forest path. The fresh air and sounds of nature are truly rejuvenating."

Chapter 5 - Expanding ChatGPT

Chapter 6 - Expanding ChatGPT: DALL‐E

Movie poster

Create a movie poster for a film titled "The Guns of Navarone."
Historical period: Second World War.
Wide image: 1792×1024
Mountainside bordering the Mediterranean Sea at sunset.
High on the mountain, soldiers and two artillery batteries all directed toward the sea.
On the sea, at the horizon, one battleship.
4K image.
Please add the title of the movie, "THE GUNS OF NAVARONE" on the poster.
When the task is done, give me the image seed you used.

Book cover

"Design a captivating book cover for a [genre of the book, e.g., 'mystery'] novel titled '[title of the book, e.g., 'Whispers in the Shadows']'. The cover should feature [primary elements you want, e.g., ‘a silhouette of a woman holding a lantern amidst a foggy backdrop']. The predominant colors should be [preferred colors, e.g., 'deep blues and purples']. The author's name, '[author's name, e.g., 'Jane Doe']', should appear at the bottom."

Logo 

Business or Brand Name: [The name that should appear in or around the logo]

Industry: [The industry or sector the business operates in]

Style: [Preferred aesthetic style, such as minimalist, vintage, modern, etc.]

Elements: [Key icons, shapes, or graphics you would like to include]

Colors: [Color palette you would like to stick to]

Typography: [Preferred font style or characteristics if text is involved]

Emotional Tone: [The feeling or vibe you want to convey]

Unique Features: [Any special attributes, like animation or 3D effects]

Must-Haves: [Non-negotiable elements that should be present]

Must-Avoids: [Things you do not want in the logo]

Additional Notes: [Any other specific instructions or freedoms you want to give]

Infographic

"Design an informative and visually engaging infographic on the topic of '[subject of the infographic, e.g., 'The Benefits of Renewable Energy']'. The infographic is structured in a [layout style, e.g., 'vertical flow'].

Images:

Start with a central image representing [main theme, e.g., 'glowing Earth'].

Incorporate visuals for [specific elements related to the topic, e.g., 'solar panels, wind turbines, and hydropower dams'].

Use icons for [specific sub-points, e.g., 'reduction in carbon emissions, cost savings, and job creation'].

Text Elements:

Title: '[Title of the infographic, e.g., 'Harnessing the Power of Nature']'. Font: [font style, e.g., 'bold Helvetica'], Size: [size, e.g., '36pt'], Color: [color, e.g., 'dark green'], Position: [position, e.g., 'top center'].

Subheadings for each section, Font: [font style, e.g., 'Arial'], Size: [size, e.g., '24pt'], Color: [color, e.g., 'midnight blue'].

Main content text, Font: [font style, e.g., 'Calibri'], Size: [size, e.g., '18pt'], Color: [color, e.g., 'dark gray'], Position: [position, e.g., 'below or next to corresponding images'].

Bullet points or numbered lists for [specific information points, e.g., 'benefits or steps']. Font: [font style, e.g., 'Calibri'], Size: [size, e.g., '16pt'], Color: [color, e.g., 'slate gray'].

Colors and Styling:

Use a consistent color palette of [preferred colors, e.g., 'greens, blues, and grays']. Ensure a balanced mix of visuals and text with clear and legible fonts. Highlight important points using [specific techniques, e.g., 'bold text or colorful icons'].

Ensure there's adequate whitespace for readability. The infographic should be concise yet comprehensive, visually guiding the reader through the information."

Diagrams

"Create a [type of diagram] that illustrates [main concept]. Include the following elements: [element 1], [element 2], [element 3], and [element 4]. Use [color scheme] for the design and label the elements clearly."

Fashion 

"Design a [type of clothing, e.g., 'flowing evening gown'] suitable for [occasion or season, e.g., 'summer gala'].

Emotion/Sentiment:

The design should evoke a sense of [emotion or sentiment, e.g., 'elegance and mystery']. It should resonate with the wearer and make them feel [desired emotions, e.g., 'confident and alluring'].

Image Quality and Details:

Focus on [specific detail or element, e.g., 'intricate lacework'] on [part of the clothing, e.g., 'the sleeves and neckline'].

Incorporate [decorative elements or patterns, e.g., 'floral embroidery or sequin details'].

The silhouette should be [fit and form, e.g., 'fitted at the waist and flowing at the bottom'].

Color:

Main color: [primary color, e.g., 'deep sapphire blue'].

Accent colors: [secondary colors, e.g., 'silver and pearl white'] for [specific elements, e.g., 'trimmings or embellishments'].

Style:

The overall style should be [overall look and feel, e.g., 'modern with a hint of vintage charm'].

Incorporate [specific style elements, e.g., 'low back or a high slit on one side'] to add [design intent, e.g., 'touch of boldness'].

Fabric choices should be [desired fabric qualities, e.g., 'soft, breathable, and with a subtle sheen'], suitable for [functionality or occasion, e.g., 'warm summer nights'].

Ensure the design balances comfort with aesthetics, making the wearer not only look stunning but also feel at ease."

Architecture design

"Design a building for [specific purpose, e.g., 'corporate office'] located in [location type, e.g., 'an urban downtown area'].

Height and Structure:

The building should have [number of floors, e.g., '20'] floors, with [specific feature, e.g., 'a rooftop garden or terrace'].

The structure should be [structural style, e.g., 'tiered'] where each section recedes/[another option: 'protrudes'] as it ascends.

Style:

Architectural style should be [specific style, e.g., 'modern with Art Deco influences'].

The facade should incorporate [materials, e.g., 'glass and brushed steel'] with [additional feature, e.g., 'green vertical gardens at intervals'].

Look and Feel:

The main entrance should exude a sense of [emotion, e.g., 'grandeur'] with [specific feature, e.g., 'large archway or a water feature'].

Windows should be [window style, e.g., 'floor-to-ceiling, allowing abundant natural light'].

Balconies or terraces, if any, should be [design/style, e.g., 'sleek and minimalist without heavy railings'].

Sustainability:

Consider [sustainability features, e.g., 'solar panels, rainwater harvesting, and passive cooling techniques'] to ensure the building is environmentally friendly.

Surroundings:

The building should integrate well with [surrounding elements, e.g., ' park on one side and a busy street on the other'].

Landscaping around the building should be [landscape style, e.g., 'minimalist with native plants and a few statement trees'].

Ensure the design prioritizes both functionality and aesthetics, making it a landmark structure for [location type, e.g., 'the downtown area']."

Coloring book

Design a coloring book with the overarching theme of [context, e.g., 'Wildlife Adventures'].

Time:

Each page should represent a different time of day, ranging from [specific times, e.g., 'dawn to dusk'].

Location:

The scenes in the coloring book should transport the colorist to [locations, e.g., 'various iconic natural habitats, from dense rainforests to arid deserts'].

Action:

Include dynamic scenes of [specific animal, e.g., 'leopard'] in mid-pounce or [another animal, e.g., 'hummingbird'] hovering over a flower.

Incorporate moments of tranquility, such as [specific animal, e.g., 'an elephant'] grazing with its calf.

Composition:

Each page should use the [composition technique, e.g., 'rule of thirds'] for balanced designs.

Create variety by alternating between close-up detailed images and expansive landscapes on different pages.

Features:

Incorporate intricate patterns and textures on the animals and the landscapes to make the coloring experience more engaging and detailed.

Emotion:

The coloring book should evoke feelings of [desired emotions, e.g., 'wonder, excitement, and relaxation']. Aim to instill a connection between the colorist and the natural world.

Additional Instructions:

Ensure each page has clear, bold lines for easy coloring.

Add a brief description or fact at the bottom of each page related to the scene, offering an educational aspect.

The designs should cater to a wide age range, from children to adults, by varying the complexity of the scenes.

Ensure the overall book has a cohesive feel, taking the colorist through the world's natural wonders, one page at a time.

Product Packaging

Design a product packaging for [context, e.g., 'a premium organic tea brand'].

Contextual Elements:

Product Name: [specific name, e.g., 'Verde Bliss'].

Product Description: Brief text describing [key characteristics, e.g., 'a hand-picked, ethically sourced green tea from the Himalayas'].

Logo: Incorporate the brand's [logo description, e.g., 'elegant, cursive logo with a tea leaf motif'] at a prominent place on the packaging.

Image Composition:

Main Visual: Feature an image of [key visual, e.g., 'tea leaves on a wooden scoop, with misty mountain peaks in the background'].

Background: Use a [background style, e.g., 'subtle gradient'] that complements the main visual, transitioning from [color, e.g., 'deep green'] at the bottom to [color, e.g., 'soft beige'] at the top.

Additional Elements: Intersperse [secondary visuals, e.g., 'small illustrations of farmers or tea fields'] to showcase the [specific feature, e.g., 'organic and hand-picked nature'] of the tea.

Emotion: The packaging should evoke feelings of [desired emotions, e.g., 'tranquility, purity, and luxury']. It should make the customer feel [specific sentiment, e.g., 'connected to nature and the artisanal craftsmanship of the tea makers'].

Additional Instructions:

Typography: Use [font style, e.g., 'combination of script for the product name and sans-serif for other details']. Ensure legibility and hierarchy.

Space: Ensure a clean layout with sufficient whitespace for a premium feel.

Sustainability: Highlight any eco-friendly aspects of the product or packaging with [specific icons or badges, e.g., 'recycled emblem or a "cruelty-free" badge'].

Additional Information: Add a side panel with [specific details, e.g., 'brewing instructions, ingredients, and nutritional information'].

Ensure the packaging design is cohesive, clearly communicates the product's unique selling points, and stands out on a retail shelf.

Tatoo

Style: [Describe the overall style you are aiming for, such as tribal, minimalist, watercolor, etc.]

Elements: [List core elements you want to include, e.g., animals, geometric shapes, text, etc.]

Colors: [Specify the color palette, or note if you would like it to be black and white]

Size and Placement: [Detail the size (small, medium, large) and preferred placement (forearm, back, etc.)]

Emotional Tone: [Convey the emotion or vibe you want the tattoo to encapsulate, like joy, mystery, or courage]

Cultural References: [Note any cultural or pop-culture elements you want incorporated]

Must-Haves: [List any specific items or ideas that are non-negotiable]

Must-Avoids: [List any elements or themes you absolutely do not want]

Additional Notes: [Any other specifics or creative freedom you want to grant the AI]

Photo 

Capture a photo depicting [photo context, e.g., 'serene lakeside scene with a lone individual meditating'].

Time of Day:

The scene should be set during [time of the day, e.g., 'golden hour just before sunset'].

Location:

Taken at [location specifics, e.g., 'tranquil lakeside surrounded by tall pine trees with mountains in the backdrop'].

Camera Settings:

Aperture: [specific aperture, e.g., 'f/2.8']

Shutter Speed: [specific speed, e.g., '1/200s']

ISO: [specific ISO setting, e.g., '100']

Lens Type:

Utilize a [lens type, e.g., '50mm prime lens'].

Focus:

The focus should be on [focus subject, e.g., 'the individual meditating'], with a [focus effect, e.g., 'shallow depth of field to blur the background slightly'].

Exposure:

The exposure should be [exposure preference, e.g., 'slightly underexposed to emphasize the silhouette of the individual against the setting sun'].

Composition:

Use the [composition technique, e.g., 'rule of thirds'] to position [main subject, e.g., 'the individual'] on [specific location, e.g., 'the left third of the frame'].

Ensure there's balance with [balancing elements, e.g., 'the trees on the right and the expansive sky above'].

Emotion:

The photograph should evoke feelings of [desired emotions, e.g., 'peace, solitude, and reflection'].

Chapter 7 - Troubleshooting common issues

Chapter 8 - ChatGPT: Conversational Applications

Chapter 9 - ChatGPT for Personal Productivity

Blog post:

Idea Generation: "ChatGPT, can you suggest some blog topics related to [your industry]?"

Outline: "Create an outline for a blog post about [chosen topic]."

Drafting: "Draft an introduction for my blog post about [chosen topic]."

"Write content for the section titled [section name] in my blog post about [chosen topic]."

"Conclude my blog post about [chosen topic]."

Editing: "Can you help me rephrase this sentence to match my brand voice: [sentence to rephrase]?"

Social Media:

Content Calendar: "ChatGPT, can you give me some social media post ideas for the upcoming [week/month] in the [your industry] field?"

Copy Drafting: "Generate a social media post about [specific topic or event]."

"Write a tweet to promote [your product or service]."

"Craft a LinkedIn update about our latest [achievement or news]."

Visuals: "Suggest some visuals that would go well with a post about [specific topic or event]."

Review: "Does the tone of this social media post match my brand: [generated content]?"

Newsletter:

Topic: “GPT, suggest some topics for my next newsletter in the [your industry] sector."

Sections: "Outline the sections for a newsletter focused on [chosen topic]."

Content Creation: "Write the introduction for my newsletter about [chosen topic]."

"Draft content for the [specific section] of my newsletter."

"Can you conclude my newsletter discussing [chosen topic]?"

Editing: "Help me tweak this paragraph to resonate with my audience: [paragraph to edit]."

Chapter 10 - Data Analysis

Prompt:

The dataset is from a small FMCG distribution company. The dataset has six columns: Product Name, Sales April, Sales May, Sales June, Sales July, and Sales August. The first row of the dataset contains header names. Please: 

Step 1 Analyze the data structure

Step 2 Calculate the correlation between all product pairs 

Step 3 Visualize the sales and write the correlation factors on the graph 

Step 4 Find the top seller product, extract data, and visualize the sales of the top seller using different colors 

Step 5 Find the best method to estimate sales for each product for September and visualize the sales of all products for April through September, included.

Chapter 11 - The Future of Generative AI