Prompt: The following is an unaffiliated fan-based document for version 5.2 of Midjourney as of fall 2023Prompting is highly indeterminate and while the examples shown here (except the variation chapter) orerom first-roll grids, consider al tips and tricks \"nudges\" thot improve your odas of getting what you wontrather than sure-jire solutions. Expect to tinker, re-rol, and re-mix whenever chosing a specjfic result. Pleosesupport the oficigi gocumentation
Prompt: You are not allowed to DM with slash commands Free trial users are not allowed to DM the Midjourney Bot. You can upgrade to a paid plan to do so, by using the /subscribe command or visiting the website: https://midjourney.com/account /imagine https://cdn.discordapp.com/attachments/1171296082102325268/1173922790949261362/50_Best_Midjourney_Architecture_Prompts__A_Visual_Treat_Guaranteed_-_DC.jpg?ex=6565b7cb\u0026is=655342cb\u0026hm=8d40dc86c25ffc58ac27449b4e85d82308935f96daca6eee23776e4746ce65c7\u0026 The mountains in the background change to the sea
Prompt: the avatar boy underwater with robot and sharks paints a large abstract picture on canvas, neon light
Style: Photographic
Prompt: Midjourney is a text-to-image generation app that uses over 650 million images found on the internet to generate stunning images based on the text prompt provided. Here's an advanced guide to writing prompts for Midjourney that includes a cheat sheet and some keywords for improving image output by using better prompts.
Prompt: Due to extreme demand we can't provide a free trial right now. Please /subscribe to create images with Midjourney.
Prompt: Due to extreme demand we can't provide a free trial right now. Please /subscribe to create images with Midjourney.
Prompt: feedough logo🤖 The Free Midjourney Prompt GeneratorDo you know what's even better than a super-intelligent text-to-image model that creates realistic images? A free tool that generates prompts for Midjourney so you don't have to sweat it out!ChatGPT Prompt GeneratorMidjourney Prompt GeneratorStable Diffusion Prompt GeneratorIdeaJujitsu vs aikidoOrientationSquareGenerateA dynamic square composition depicting the contrasting martial arts of Jujitsu and Aikido, with strong emphasis on movement and technique. A high-resolution photograph showing two practitioners engaged in a sparring match, captured with a Nikon DSLR and 50mm lens. The lighting is dramatic, with backlighting to create striking silhouettes. The color palette is cool, reflecting the disciplined nature of the martial arts. The quality of the image is highly detailed, capturing the intricate moments of the techniques. Incorporate elements of Jujitsu and Aikido uniforms, such as fabric textures and specific gi colors. Ensure that the prompt evokes the essence of the different styles, with Jujitsu reflecting intensity and power, and Aikido embodying grace and fluidity. --ar 1:1 --s 150 --c 0 --v 5.2
Prompt: This content may violate our content policy. If you believe this to be in error, please submit your feedback — your input will aid our research in this area.
Prompt: masterpiece,(bestquality),highlydetailed,ultra-detailed,golden dragon,(giant cosmic waves), (sparkling stardust), (luminous galaxies), (glowing energy spheres), (towering celestial structures), (dramatic lighting), (reflective cosmic shores), (flying mythical creatures), (rippling celestial clouds), (mystical constellations), (moonlit night sky), (ancient Chinese architecture), (serene mountain peaks), (lush bamboo forest), (serpent-like dragons), (crimson sunset), (magnificent celestial gate), (fiery comet streaks), (sparkling celestial waterfalls)
Style: Photographic
Prompt: Subscription required Due to extreme demand we can't provide a free trial right now. Please /subscribe to create images with Midjourney. /imagine you're studying software engineering in high school and you find the love of your life there. She's in the same class as you and you spend all your time together, you love her more than anything else. You're both romantics and your life feels like an amazing movie.
Prompt: This visual tool effectively communicates the importance of understanding the source and origin of advancements, encouraging a comprehensive comprehension of the journey leading to the final technological outcome.
Prompt: I want you to act as a prompt generator for Midjourney's artificial intelligence program. Your job is to provide detailed and creative descriptions that will inspire unique and interesting images from the AI. Keep in mind that the AI is capable of understanding a wide range of language and can interpret abstract concepts, so feel free to be as imaginative and descriptive as possible. For example, you could describe a scene from a futuristic city, or a surreal landscape filled with strange creatures. The more detailed and imaginative your description, the more interesting the resulting image will be. Here is your first prompt: \"A group of worms\"
Prompt: import replicate output = replicate.run( \\\\\\\"fofr/latent-consistency-model:https://media.discordapp.net/attachments/1049483356506685493/1180712530633576468/realistic_book_illustration_a_young_queen_looking_out_the_window_very_nostalgic_sadness_realistic_medieval_photo_nostalgic_lighting_cool_tones_mela_style-Cinematic_seed-0ts-1701574147_idx-0.png?ex=657e6b3b\\u0026is=656bf63b\\u0026hm=68d7cf406171760492f7218394db0775434939b5d91d367a4ae5f515d482ffa7\\u0026=\\u0026format=webp\\u0026quality=lossless\\u0026width=662\\u0026height=662\\\", input={ \\\\\\\"prompt\\\\\\\": \\\\\\\"Self-portrait oil painting, a beautiful woman with golden hair, 8k\\\\\\\" } ) print(output)
Negative: disfigured, ugly, oversaturated, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutated, ugly, poorly drawn hands, extra fingers, malformed hands, blur, out of focus, long neck, disgusting, surrea,bad proportions, ugly, duplicate, morbid, mutilated, extra fingers, mutilated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, bad anatomy, extra limbs, cloned face, gross proportions, malformed limbs, missing arms, missing legs, mutated hands, too many fingers, long neck, double image, malformed hands, multiple heads, extra limb, ugly, poorly drawn hands, missing limb, disfigured, cut-off, ugly, grain, low-res, deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, poorly drawn, mutilated, mangled, extra fingers, duplicate artifacts, morbid, gross proportions, missing arms, mutated hands, mutilated hands, cloned face, malformed, blur haze, overly exaggerated or unrealistic effects, strong vignetting or lens distortions, unintentional artifacts or halos, unclear or insufficient subject definition, insufficient resolution or pixelation, inconsistent or incorrect lighting and shadows, unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details,unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details, inconsistent or incorrect atmospheric effects, unnatural or unrealistic specular reflections, insufficient or unrealistic texture details, insufficient or unrealistic depth cues, inconsistent or unrealistic depth of field effects, inconsistent or unrealistic material properties, inconsistent or unrealistic material reflections, inconsistent or unrealistic facial feature or face distortion, unintended or unrealistic facial expressions, distorted facial expressions
Prompt: import replicate output = replicate.run( \\\\\\\"fofr/latent-consistency-model:https://media.discordapp.net/attachments/1049483356506685493/1180712530633576468/realistic_book_illustration_a_young_queen_looking_out_the_window_very_nostalgic_sadness_realistic_medieval_photo_nostalgic_lighting_cool_tones_mela_style-Cinematic_seed-0ts-1701574147_idx-0.png?ex=657e6b3b\\u0026is=656bf63b\\u0026hm=68d7cf406171760492f7218394db0775434939b5d91d367a4ae5f515d482ffa7\\u0026=\\u0026format=webp\\u0026quality=lossless\\u0026width=662\\u0026height=662\\\", input={ \\\\\\\"prompt\\\\\\\": \\\\\\\"Self-portrait oil painting, a beautiful woman with golden hair, 8k\\\\\\\" } ) print(output)
Negative: disfigured, ugly, oversaturated, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutated, ugly, poorly drawn hands, extra fingers, malformed hands, blur, out of focus, long neck, disgusting, surrea,bad proportions, ugly, duplicate, morbid, mutilated, extra fingers, mutilated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, bad anatomy, extra limbs, cloned face, gross proportions, malformed limbs, missing arms, missing legs, mutated hands, too many fingers, long neck, double image, malformed hands, multiple heads, extra limb, ugly, poorly drawn hands, missing limb, disfigured, cut-off, ugly, grain, low-res, deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, poorly drawn, mutilated, mangled, extra fingers, duplicate artifacts, morbid, gross proportions, missing arms, mutated hands, mutilated hands, cloned face, malformed, blur haze, overly exaggerated or unrealistic effects, strong vignetting or lens distortions, unintentional artifacts or halos, unclear or insufficient subject definition, insufficient resolution or pixelation, inconsistent or incorrect lighting and shadows, unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details,unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details, inconsistent or incorrect atmospheric effects, unnatural or unrealistic specular reflections, insufficient or unrealistic texture details, insufficient or unrealistic depth cues, inconsistent or unrealistic depth of field effects, inconsistent or unrealistic material properties, inconsistent or unrealistic material reflections, inconsistent or unrealistic facial feature or face distortion, unintended or unrealistic facial expressions, distorted facial expressions
Prompt: import replicate output = replicate.run( \\\\\\\"fofr/latent-consistency-model:https://media.discordapp.net/attachments/1049483356506685493/1180712530633576468/realistic_book_illustration_a_young_queen_looking_out_the_window_very_nostalgic_sadness_realistic_medieval_photo_nostalgic_lighting_cool_tones_mela_style-Cinematic_seed-0ts-1701574147_idx-0.png?ex=657e6b3b\\u0026is=656bf63b\\u0026hm=68d7cf406171760492f7218394db0775434939b5d91d367a4ae5f515d482ffa7\\u0026=\\u0026format=webp\\u0026quality=lossless\\u0026width=662\\u0026height=662\\\", input={ \\\\\\\"prompt\\\\\\\": \\\\\\\"Self-portrait oil painting, a beautiful woman with golden hair, 8k\\\\\\\" } ) print(output)
Negative: disfigured, ugly, oversaturated, low-res, deformed, blurry, bad anatomy, poorly drawn face, mutated, ugly, poorly drawn hands, extra fingers, malformed hands, blur, out of focus, long neck, disgusting, surrea,bad proportions, ugly, duplicate, morbid, mutilated, extra fingers, mutilated hands, poorly drawn hands, poorly drawn face, mutation, deformed, blurry, bad anatomy, extra limbs, cloned face, gross proportions, malformed limbs, missing arms, missing legs, mutated hands, too many fingers, long neck, double image, malformed hands, multiple heads, extra limb, ugly, poorly drawn hands, missing limb, disfigured, cut-off, ugly, grain, low-res, deformed, blurry, bad anatomy, disfigured, poorly drawn face, mutation, mutated, floating limbs, disconnected limbs, disgusting, poorly drawn, mutilated, mangled, extra fingers, duplicate artifacts, morbid, gross proportions, missing arms, mutated hands, mutilated hands, cloned face, malformed, blur haze, overly exaggerated or unrealistic effects, strong vignetting or lens distortions, unintentional artifacts or halos, unclear or insufficient subject definition, insufficient resolution or pixelation, inconsistent or incorrect lighting and shadows, unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details,unintended blurring or loss of details in the background, unnatural or distorted skin tones, insufficient or unrealistic shadow details, inconsistent or incorrect atmospheric effects, unnatural or unrealistic specular reflections, insufficient or unrealistic texture details, insufficient or unrealistic depth cues, inconsistent or unrealistic depth of field effects, inconsistent or unrealistic material properties, inconsistent or unrealistic material reflections, inconsistent or unrealistic facial feature or face distortion, unintended or unrealistic facial expressions, distorted facial expressions
Prompt: import replicate output = replicate.run( \\\"fofr/latent-consistency-model:https://media.discordapp.net/attachments/1049483356506685493/1180712530633576468/realistic_book_illustration_a_young_queen_looking_out_the_window_very_nostalgic_sadness_realistic_medieval_photo_nostalgic_lighting_cool_tones_mela_style-Cinematic_seed-0ts-1701574147_idx-0.png?ex=657e6b3b\u0026is=656bf63b\u0026hm=68d7cf406171760492f7218394db0775434939b5d91d367a4ae5f515d482ffa7\u0026=\u0026format=webp\u0026quality=lossless\u0026width=662\u0026height=662\", input={ \\\"prompt\\\": \\\"Self-portrait oil painting, a beautiful woman with golden hair, 8k\\\" } ) print(output)
Prompt: Hey \u003c@1131507855351091261\u003e Due to extreme demand we can't provide a free trial right now. Please /subscribe to create images with Midjourney. Please check the bottom of the channel for more information. /imagine The world of light and shadow in the underground cave, photo quality, mysterious light and shadow, lights, rivers, streams, dinosaurs
Prompt: Develop evaluation metrics that specifically assess the fairness of gender representation in generated art, and use these metrics during the model development and testing phases.
Prompt: I'm sorry, but it seems there were issues with generating additional images. The one image provided is available for you to view. If you would like me to try again or have another request, please let me know.
Prompt: Absolutely, let's include the Abysammals and the gravity zone variations, as well as the rubric chart, to complete the GPT-3.5 prompt:---**Prompt for GPT-3.5:**\"Imagine an alien planet named Minthy, characterized by its unique ecosystems, species, and environmental phenomena. The scenario spans millions of years, observing the evolution and interactions of these species. Here are the key elements:1. **Diverse Environments**: - Minthy features aquatic, terrestrial, and areas with varying gravity zones. - Unique gravity conditions: intensified gravity near the ground and reduced gravity allowing levitation above a certain height.2. **Species on Minthy**: - Lumoids: Electromagnetic communication, amphibian-reptilian traits. - Visualians: Communicate through light, with iridescent scales. - Kenechtids: Tactile communication using tentacle-like appendages. - Scentopods: Carnivorous, rely on olfactory senses. - Flavourians: Communicate through taste. - Abysammals: Aquatic species communicating via echolocation-imprint waves, resembling eel-like and plesiosaur-like creatures.3. **Fungal Species**: - Lactauna: Photosynthetic fungi. - Unfungus: Non-photosynthetic fungi. - Aqiedige: Aquatic fungi producing penicillin-like substances.4. **Major Ecological Events**: - A global temperature change leading to ecological shifts. - Evolution of squelch, a spore-based pollen with medicinal and stimulant properties. - Advanced evolution of Lumoids, developing unique electromagnetic communication.5. **Species Rubric Chart**: - A detailed chart classifying the species of Minthy, including their primary communication method, diet, habitat, adaptations, and interactions with Lactauna and Unfungus.Explore the evolution, challenges, adaptations, and interactions of these species on Minthy over millions of years. Include the impact of environmental changes, such as the gravity variations and the introduction of new species like Aqiedige and the Abysammals.\"---This prompt is designed to encapsulate the entire narrative of Minthy's evolution, including all species, environmental factors, and major events. It sets the foundation for a detailed and imaginative exploration of life on this alien planet, suitable for a conversation with GPT-3.5.
Style: Digital Art
Prompt: Absolutely, let's include the Abysammals and the gravity zone variations, as well as the rubric chart, to complete the GPT-3.5 prompt:---**Prompt for GPT-3.5:**\"Imagine an alien planet named Minthy, characterized by its unique ecosystems, species, and environmental phenomena. The scenario spans millions of years, observing the evolution and interactions of these species. Here are the key elements:1. **Diverse Environments**: - Minthy features aquatic, terrestrial, and areas with varying gravity zones. - Unique gravity conditions: intensified gravity near the ground and reduced gravity allowing levitation above a certain height.2. **Species on Minthy**: - Lumoids: Electromagnetic communication, amphibian-reptilian traits. - Visualians: Communicate through light, with iridescent scales. - Kenechtids: Tactile communication using tentacle-like appendages. - Scentopods: Carnivorous, rely on olfactory senses. - Flavourians: Communicate through taste. - Abysammals: Aquatic species communicating via echolocation-imprint waves, resembling eel-like and plesiosaur-like creatures.3. **Fungal Species**: - Lactauna: Photosynthetic fungi. - Unfungus: Non-photosynthetic fungi. - Aqiedige: Aquatic fungi producing penicillin-like substances.4. **Major Ecological Events**: - A global temperature change leading to ecological shifts. - Evolution of squelch, a spore-based pollen with medicinal and stimulant properties. - Advanced evolution of Lumoids, developing unique electromagnetic communication.5. **Species Rubric Chart**: - A detailed chart classifying the species of Minthy, including their primary communication method, diet, habitat, adaptations, and interactions with Lactauna and Unfungus.Explore the evolution, challenges, adaptations, and interactions of these species on Minthy over millions of years. Include the impact of environmental changes, such as the gravity variations and the introduction of new species like Aqiedige and the Abysammals.\"---This prompt is designed to encapsulate the entire narrative of Minthy's evolution, including all species, environmental factors, and major events. It sets the foundation for a detailed and imaginative exploration of life on this alien planet, suitable for a conversation with GPT-3.5.
Style: Digital Art
Prompt: { \"Stable Diffusion\": { \"App\": \"ComfyUI\", \"VAE\": \"vqgan_cfw_00011_vae_vqgan_cfw_00011_vae_only\", \"Workflow\": \"2pass custom KSampler (Advanced)\", \"Models(s)\": \"Combo, refiner method\", \"LORAs Used\": \"epiNoiseoffset_v2-pynoise, Elixir, add_detail\", \"Upscale Model\": \"4x_NMKD-Siax_200k\", \"Upscale Method\": \"Ultimate SD Upscale\", \"Negative Prompt\": \"(embedding:FastNegativeV2:1.1), (embedding:ng_deepnegative_v1_75t:1.1), (embedding:badhandv4:1.1), wrinkles, deformed, unrealistic, worst quality, blurry, fuzzy, out of focus, low quality, out of frame, logo, signature, username, watermark, picture frame, frames, borderline, duplicate, error, ugly, blur, tiled, extra fingers, deformed hands, polydactyl:1.5\", \"Sampler - 1st pass\": \"dpmpp_2m_sde_gpu\", \"Sampler - 2nd pass\": \"dpmpp_2m_sde_gpu\", \"Sampler - FaceDetailer\": \"dpmpp_2m_sde_gpu\", \"Sampler - Ultimate SD Upscale\": \"dpmpp_2m_sde_gpu\" } }
Prompt: a chart of halo icons that are spread out enough so that one could cut them out and trace around them
Prompt: This can sometimes take around 3 to 5 minutes while the model boots up. If you'd like to find out more about why this happens, take a look at the section on cold boots of our guide on how Replicate works.
Prompt: Picture an image of a straight, rigid railroad track stretching endlessly into the distance. The track, void of twists or turns, signifies the downside of constructing an experience on scripted rails, reflecting the text's criticism of this design approach. The simplicity of the linear path underscores the lack of diversity and player agency, highlighting the text's argument against the inherent limitations and monotony associated with guiding players along a predetermined course.
Prompt: _Created with [AIPRM Prompt \"MidJourney Prompt Generator\"](https://www.aiprm.com/prompts/generative/midjourney/1842445255233495040/)_ # Prompt for Midjourney: \"/imagine: a hyper-realistic and intricately detailed scene capturing the moment of a messenger riding on a fast horse, shouting loudly as they traverse through half of Xianyang. The cinematography, in 8k resolution and Ultra-Wide Angle, should showcase epic composition and utilize Unreal Engine for a photorealistic rendering. Emphasize photorealism with hyper-detailed, beautifully color-coded elements. Implement insane details, intricate details, and beautiful color grading. Utilize techniques such as Depth of Field, Ray Tracing Reflections, Screen Space Reflections, and Global Illumination for a cinematic feel. Employ Optical Fiber, Moody Lighting, Cinematic Lighting, and Studio Lighting to create a dynamic and visually stunning composition. Additionally, incorporate features like Chromatic Aberration, Ray Tracing Ambient Occlusion, and Anti-Aliasing for a visually stunning and hypermaximalist result. The final output should be in 8k resolution with an aspect ratio of 16:9.\"_
Prompt: Final release16002.12325.20032.0 / December 10, 2019; 3 years agoOperating systemWindows 10, Windows 10 MobileTypePresentation programLicenseTrialwareWebsitewww.microsoft.com/store/productid/9WZDNCRFJB5QPowerPoint became a component of the Microsoft Office suite, first offered in 1989 for Macintosh[12] and in 1990 for Windows,[13] which bundled several Microsoft apps. Beginning with PowerPoint 4.0 (1994), PowerPoint was integrated into Microsoft Office development, and adopted shared common components and a converged user interface.[14]PowerPoint's market share was very small at first, prior to introducing a version for Microsoft Windows, but grew rapidly with the growth of Windows and of Office.[15]: 402–404 Since the late 1990s, PowerPoint's worldwide market share of presentation software has been estimated at 95 percent.[16]
Prompt: Absolutely, let's include the Abysammals and the gravity zone variations, as well as the rubric chart, to complete the GPT-3.5 prompt:---**Prompt for GPT-3.5:**\"Imagine an alien planet named Minthy, characterized by its unique ecosystems, species, and environmental phenomena. The scenario spans millions of years, observing the evolution and interactions of these species. Here are the key elements:1. **Diverse Environments**: - Minthy features aquatic, terrestrial, and areas with varying gravity zones. - Unique gravity conditions: intensified gravity near the ground and reduced gravity allowing levitation above a certain height.2. **Species on Minthy**: - Lumoids: Electromagnetic communication, amphibian-reptilian traits. - Visualians: Communicate through light, with iridescent scales. - Kenechtids: Tactile communication using tentacle-like appendages. - Scentopods: Carnivorous, rely on olfactory senses. - Flavourians: Communicate through taste. - Abysammals: Aquatic species communicating via echolocation-imprint waves, resembling eel-like and plesiosaur-like creatures.3. **Fungal Species**: - Lactauna: Photosynthetic fungi. - Unfungus: Non-photosynthetic fungi. - Aqiedige: Aquatic fungi producing penicillin-like substances.4. **Major Ecological Events**: - A global temperature change leading to ecological shifts. - Evolution of squelch, a spore-based pollen with medicinal and stimulant properties. - Advanced evolution of Lumoids, developing unique electromagnetic communication.5. **Species Rubric Chart**: - A detailed chart classifying the species of Minthy, including their primary communication method, diet, habitat, adaptations, and interactions with Lactauna and Unfungus.Explore the evolution, challenges, adaptations, and interactions of these species on Minthy over millions of years. Include the impact of environmental changes, such as the gravity variations and the introduction of new species like Aqiedige and the Abysammals.\"---This prompt is designed to encapsulate the entire narrative of Minthy's evolution, including all species, environmental factors, and major events. It sets the foundation for a detailed and imaginative exploration of life on this alien planet, suitable for a conversation with GPT-3.5.
Style: Photographic
Prompt: ackground: White Text: \"Tanmay Kalbande\" (Centered or as desired) Font: Preferably a clear, easy-to-read style Size: Depending on your preferenc
Prompt: Can anyone tell me why I can't choose the style, proportion, and output method after inputting the content?
Prompt: https://cdn2.mage.space/content/ebury4Ti6qcAcppmeqqEbJd0bMR2/c/0fcdb9baa178455abb44ebaa55c8f392/0fcdb9baa178455abb44ebaa55c8f392.jpg, Photography, realistic, seed: 5290771608726266
Prompt: https://cdn2.mage.space/content/ebury4Ti6qcAcppmeqqEbJd0bMR2/c/0fcdb9baa178455abb44ebaa55c8f392/0fcdb9baa178455abb44ebaa55c8f392.jpg, Photography, realistic,
Prompt: a layout for a six-page folder. 297 millimeters high. designed for an engineering office that deals with hydrogen technology.
Prompt: The history, history science - no draft, rough, low res, deformation, blur, redundant artifacts, blur, blur, blur, low resolution, low quality, watermark, out of frame, uneven exposure, bad composition, jpeg artifact, text -
Prompt: import replicate output = replicate.run( \"fofr/latent-consistency-model:a83d4056c205f4f62ae2d19f73b04881db59ce8b81154d314dd34ab7babaa0f1\", input={ \"prompt\": \"Self-portrait oil painting, a beautiful cyborg with golden hair, 8k\" } ) print(output)
Prompt: Keywords: Collaborative AI, Teamwork, Enhanced Productivity Negative: Isolated, unhelpful, unresponsive, lack of adaptability, hindrance to productivity Style: Dynamic and vibrant
Prompt: \"Please help me create a framework diagram according to the following requirements.\"Create a machine learning model that can predict the average price of a house based on its features. The specific steps are as follows:Reading data in Python Defining problem statement Identifying target variable Checking the distribution of the target variable Basic Data Exploration Rejecting unnecessary columns Exploratory Data Analysis for data distribution (Histograms and Bar plots) Feature selection based on data distribution Outlier handling Missing value treatment Visual correlation analysis Statistical correlation analysis (Feature Selection) Converting data to numerical for ML Sampling and K-fold Cross Validation Trying multiple regression algorithms Choosing the best model Deploying the best model in production environment
