Explore AI generated designs, images, art and prompts by top community artists and designers.
Fairness means ensuring your analysis doesn't create or reinforce bias. This can be challenging , but if the analysis is not objective , the conclusions can be misleading and even harmful. In this reading , you’re going to explore some best practices you can use to guide your work toward a more fair analysis! Consider fairness Following are some strategies that support fair analysis: Best practice Explanation Example Consider all of the available data Part of your job as a data analyst is to determine what data is going to be useful for your analysis. Often there will be data that isn’t relevant to what you’re focusing on or doesn’t seem to align with your expectations. But you can’t just ignore it; it’s critical to consider all of the available data so that your analysis reflects the truth and not just your own expectations. A state’s Department of Transportation is interested in measuring traffic patterns on holidays. At first , they only include metrics related to traffic volumes and the fact that the days are holidays. But the data team realizes they failed to consider how weather on these holidays might also affect traffic volumes. Considering this additional data helps them gain more complete insights. Identify surrounding factors As you’ll learn throughout these courses , context is key for you and your stakeholders to understand the final conclusions of any analysis. Similar to considering all of the data , you also must understand surrounding factors that could influence the insights you’re gaining. A human resources department wants to better plan for employee vacation time in order to anticipate staffing needs. HR uses a list of national bank holidays as a key part of the data-gathering process. But they fail to consider important holidays that aren’t on the bank calendar , which introduces bias against employees who celebrate them. It also gives HR less useful results because bank holidays may not necessarily apply to their actual employee population. Include self-reported data Self-reporting is a data collection technique where participants provide information about themselves. Self-reported data can be a great way to introduce fairness in your data collection process. People bring conscious and unconscious bias to their observations about the world , including about other people. Using self-reporting methods to collect data can help avoid these observer biases. Additionally , separating self-reported data from other data you collect provides important context to your conclusions! A data analyst is working on a project for a brick-and-mortar retailer. Their goal is to learn more about their customer base. This data analyst knows they need to consider fairness when they collect data; they decide to create a survey so that customers can self-report information about themselves. By doing that , they avoid bias that might be introduced with other demographic data collection methods. For example , if they had sales associates report their observations about customers , they might introduce any unconscious bias the employees had to the data. Use oversampling effectively When collecting data about a population , it’s important to be aware of the actual makeup of that population. Sometimes , oversampling can help you represent groups in that population that otherwise wouldn’t be represented fairly. Oversampling is the process of increasing the sample size of nondominant groups in a population. This can help you better represent them and address imbalanced datasets. A fitness company is releasing new digital content for users of their equipment. They are interested in designing content that appeals to different users , knowing that different people may interact with their equipment in different ways. For example , part of their user-base is age 70 or older. In order to represent these users , they oversample them in their data. That way , decisions they make about their fitness content will be more inclusive. Think about fairness from beginning to end To ensure that your analysis and final conclusions are fair , be sure to consider fairness from the earliest stages of a project to when you act on the data insights. This means that data collection , cleaning , processing , and analysis are all performed with fairness in mind. A data team kicks off a project by including fairness measures in their data-collection process. These measures include oversampling their population and using self-reported data. However , they fail to inform stakeholders about these measures during the presentation. As a result , stakeholders leave with skewed understandings of the data. Learning from this experience , they add key information about fairness considerations to future stakeholder presentations. ,
Deep beneath the endless waves , in the heart of an ethereal underwater kingdom , Poseidon , the mighty god of the sea , rises from his throne of coral and gold. His presence is both majestic and otherworldly—his piercing ocean-blue eyes reflecting the power of the tides , his long , flowing silver hair and beard moving with the gentle current like strands of liquid moonlight. He wields his golden trident , glowing with an ancient energy , its three prongs crackling with the raw force of the ocean’s might. With a single gesture , he commands the waves , summoning shimmering whirlpools and cascading waterfalls that defy gravity , spiraling into the enchanted waters above. Around him , sea creatures of legend gather—glowing jellyfish , sapphire-scaled seahorses , and enormous whales with bioluminescent markings that hum with forgotten magic. His kingdom stretches beyond sight—a city of crystalline spires and glowing coral castles , where merfolk and spirits of the deep drift through currents illuminated by ethereal light. Pearls the size of stars float gently in the water , casting a soft glow upon Poseidon's divine form. Above , the surface of the ocean shimmers with the reflection of the full moon , a silvery portal between two worlds—one of men , the other of gods. As Poseidon raises his trident , the boundary between dreams and reality seems to blur , as if the sea itself holds the key to a world unseen. The entire scene is a mythic dreamscape , bathed in moonlit blues and shimmering gold , where the ocean breathes with the power of an ancient deity , and time feels as fluid as the tides ,
Beneath the soft glow of the moon , where the ocean meets the sky in a seamless dance of silver and blue , a beautiful mermaid and a handsome pirate lock eyes for the first time. She rises from the waves , her iridescent tail shimmering like liquid starlight , her long hair cascading over her shoulders like woven strands of the sea. He stands on the deck of his weathered ship , the salty wind tousling his curly brown hair , his deep eyes wide with awe and fear. For a moment , time itself seems to pause. The air is thick with the magic of destiny—love at first sight , yet laced with uncertainty. The mermaid , radiant and otherworldly , clutches a glowing pearl close to her heart , unsure whether to retreat into the safety of the sea. The pirate , hardened by the world of men , feels an unfamiliar longing stir within him , yet fear lingers in his gaze. Legends have always warned of mermaids , of their beauty and their danger. The ocean around them responds to the moment—a soft mist rises from the water , swirling like a veil of enchantment. Schools of luminescent fish weave golden trails beneath the waves , and the sound of distant siren songs hums faintly in the air , as if the sea itself watches this fateful encounter. Overhead , the sky shimmers with an unnatural glow , the stars twinkling brighter , whispering of a love that should not be , yet cannot be ignored. As the pirate takes a cautious step forward , the ship creaks beneath his weight. The mermaid gasps , retreating slightly , her violet eyes wide with hesitation. They are drawn to each other , yet the world between them is vast—land and sea , human and myth , fear and desire. The entire scene is a dreamlike paradox—a love as forbidden as it is inevitable , wrapped in the magic of the ocean and the mystery of the unknown. ,
In the heart of the deep , where the water shimmers with a celestial glow , a group of siren-like mermaids gathers upon a glowing coral reef , their hauntingly beautiful voices weaving through the currents. Their melodies , soft as moonlight and powerful as the tides , carry through the ocean , enchanting all who hear them. Some songs bring healing , mending broken hearts and wounded souls , while others cast a hypnotic spell , luring sailors and sea creatures into a dreamlike trance. Each mermaid is uniquely radiant—their flowing hair ripples like liquid silk , glowing faintly with hues of silver , sapphire , and deep violet. Their iridescent tails shimmer with every graceful movement , leaving behind trails of glowing dust that dissolve into the water. As they sing , the ocean around them responds—bioluminescent jellyfish pulse with light in harmony with their voices , and swirling schools of enchanted fish move in hypnotic patterns. Above them , the full moon's glow pierces the surface , casting an ethereal silver radiance that illuminates the enchanted scene. The very water itself seems alive , shimmering with ancient magic , forming delicate waves that pulse to the rhythm of their song. Floating orbs of golden light , spirits of the sea , drift gently around them , whispering secrets of the ocean’s deepest mysteries. One mermaid , the leader of the siren’s choir , wears a crown of woven seaweed and pearls , her voice a melody of pure magic. As she sings , a sailor aboard a distant ship looks out across the waves , his eyes filled with wonder , his heart lost between reality and the dreamlike pull of the siren's song. The entire scene is otherworldly—a realm where music is more than sound , where melodies can heal or enchant , and where the ocean itself hums with the timeless magic of the mermaids’ song. ,
Deep beneath the shimmering waves , hidden within an enchanted cove , lies The Ocean’s Mirror—a mystical water surface that reflects visions of the human world. This sacred place glows with an ethereal blue light , its surface undisturbed except for the soft ripples of magic swirling within it. As a group of mermaids gathers around , their luminous tails casting a mesmerizing glow , the mirror begins to shimmer , revealing glimpses of distant lands , bustling cities , and the faces of humans they long to understand. The ocean surrounding them is alive with enchantment—schools of glowing fish swirl in elegant patterns , and delicate strands of luminescent seaweed drift like whispers of an ancient spell. Above , the light from the full moon pierces through the water , creating shimmering beams that dance across the mirror’s surface. Tiny glowing jellyfish float around like celestial lanterns , adding to the dreamlike atmosphere. One mermaid , adorned with a crown of pearls and flowing silken fins , reaches out toward the mirror , her fingertips causing gentle ripples as she gazes at a distant shore where a human walks alone beneath the stars. Her expression is a mixture of wonder and longing , as if the ocean itself is whispering a story only she can hear. Beyond the mirror , mystical creatures of the deep watch in silent reverence—seahorses with jeweled scales , silver-finned dolphins leaping in slow , graceful arcs , and ancient coral structures pulsing with hidden magic. A soft melody , carried by the currents , hums in the background , as if the ocean itself sings of love , mystery , and the unbreakable bond between the two worlds. The entire scene feels like a dream—a timeless place where the sea and sky intertwine , where mermaids glimpse the lives of those who walk the earth , and where magic lingers in every ripple of water. ,
The image portrays a solemn and serene nun in prayer , captured in the timeless beauty of a stained glass artwork. She stands at the center , her eyes gently closed and hands devoutly clasped , embodying a deep spiritual reverence. Her traditional habit flows gracefully , detailed with folds and shadows that add to the realism of the portrayal. Behind her , a halo of golden light radiates , symbolizing her holy devotion. Above and around her , angels descend gently from the heavens , their wings outstretched and adorned with an array of soft , pastel colors that give a sense of their ethereal and divine nature. Each angel carries an aura of peace and benevolence , contributing to the sanctity of the scene. The background features a lush landscape with hints of a sunrise or sunset on the horizon , suggesting the promise of hope and renewal. The stained glass divides light and color into intricate patterns , with lead lines meticulously defining every detail , from the angels' feathers to the nun's contemplative expression. The bottom of the artwork is adorned with floral motifs , adding an element of earthly beauty to the celestial theme. This stained glass masterpiece evokes a sense of tranquility and divine grace , perfect for inspiring contemplation and reverence. ,
(by Jorge Aguilar-Agon (and Isol:0.5)) , (in the format of anime screencap) , (in the style of Antipodeans) , (using diffraction spikes technique:0.7) , (((a (Two shot:0.9) cityscape , (featuring Economical architecture:0.5) , at night , during summer , (in the 1960s:0.25) , (in the style of DayGlo and Ballet Academia) , (trending on zbrushcentral) , (cloudy , beautiful , timeless) , (feline , dehazed , contest winner , lomo effect) , (high quality) , (detailed) , (masterpiece) , (best quality) , (highres) , (extremely detailed) , (8k) , (NSFW:0.5) , (ultra detailed) ,
(((A Huge gigantic mutant cat that measures three meters high , in the middle of a street ravaged by the apocalypse sitting on top of some buildings))) , photorealistic , perfect details , perfect composition , beautiful detailed intricate insanely detailed octane render trending on artstation , action pose , 8 k artistic photography , photorealistic concept art , soft natural volumetric cinematic perfect light , chiaroscuro , award - winning photograph , masterpiece , oil on canvas , raphael , caravaggio , greg rutkowski , beeple , beksinski , giger , moody lighting , 8 k resolution , octane render , trending on artstation , by h. r. giger and greg rutkowski , haze , ultra-detailed , film photography , light leaks , Larry Bud Melman , trending on artstation , sharp focus , studio photo , intricate details , highly detailed , by greg rutkowski , Nikon D3100 | ISO 450 | focal length 50 mm (Sigma 50mm f1.5) | aperture f/4 | exposure time 1/250 Sec (DRI) , Trippy ,
Through the lens of a DSLR camera equipped with a telephoto lens , Architectural Digest captures the allure of a beautiful dancing geisha with exquisite beautiful face. Bathed in the soft evening light , the geisha's graceful and delicate movements are frozen in time. Her exquisite kimono , adorned with intricate patterns , reflects the influence of traditional Japanese art. The image draws inspiration from the artistic styles of Impressionism and watercolor , creating a dreamlike ambiance. Every detail , from the silk-like texture of the kimono to the smoothness of her skin , is meticulously captured. The photograph showcases the captivating elegance and dynamic presence of the geisha , bringing the viewer into a world of tradition and beauty , HD , by Hayao Miyazaki , by Yoshitaka Amano , Detailed and Intricate. , Canon50 , Cinematic , Realistic , Photo , 8K. ,
This image features a stained glass depiction of a majestic Greek warrior in a heroic stance. The warrior is adorned with traditional Greek armor , which is intricately designed with shimmering gold and bronze hues , complementing his muscular and strong physique. A plumed helmet sits atop his head , and in his hand , he holds a shield emblazoned with ancient Greek symbols. Above the warrior , within an arch , is a relief of a lion's head , possibly symbolizing strength and bravery. Surrounding the arch are olive branches , a symbol of peace and victory in Greek culture. The colors used in the image are vibrant and rich , capturing the essence of the heroic and classical beauty associated with Greek mythology. The border of the image is reminiscent of Greek architectural and design motifs , including meander patterns and other geometric shapes , adding to the overall historical and cultural authenticity of the piece. The bottom section of the artwork features a pair of intricately designed flowers , possibly acanthus leaves , which are a common motif in classical architecture and art. The entire composition is filled with a sense of grandeur and respect for ancient Greek traditions , celebrating the heroism and aesthetics of the time. The stained glass style adds a timeless and spiritual quality to the image , suggesting that the values and stories of ancient Greece continue to shine through history. ,
The space station is massively bigger than Babylon 5 , but in the shape of Deep Space 9. The space station has 6 O'Neal Class space stations off in 5 different equilateral directions , & 1 down the middle. It's a planet that's 10 times bigger than Saturn , and has everything a planet has & more. There are hundreds of starships going to & fro , from the station , at any hour of the day. The station is in the center of the foreground. There are many stars , a nebula , and a comet , in the background. (((Use the following styles:conceptual art , protovision , 3d render , architecture , portrait photography , cinematic , diamond , alien , Leonardo Da Vinci , Issac Asimov , Stanley Kubrick , and Larry Niven))). 1 million HD Resolution , isometric art , insanely symmetrical details. ,
Japanese art , photograph , cinematic , nighttime , mount fuji , desire , female white hair , , mystical , ethereal , dream ,
The image is a stained glass representation of a handsome and mysterious masked man. The mask is ornate and detailed , covering the upper half of his face and leaving his mouth and chin exposed , which adds to the sense of mystery. His hair is swept back , and the mask is adorned with swirling , symmetrical patterns that evoke a sense of elegance and intrigue. The man is clad in a flowing , draped garment that suggests movement , with rich folds and a blend of deep blues , purples , and metallic hues that catch the light , implying a sense of depth and texture. The garment gives him a regal and powerful presence , as if he is someone of importance or authority. In the background , there's a structure that resembles an ancient column , along with a celestial motif that includes a large , glowing moon and stars , which illuminates the scene and the figure with a soft , ethereal light. The moonlight casts highlights and shadows across the man's face and body , enhancing the dramatic effect. The use of color in this stained glass art is particularly striking , with a harmonious palette that transitions from warm tones in the upper right corner to cooler tones that dominate the rest of the piece. The luminous quality of the colors and the intricate details of the design come together to create a visually stunning image that is both timeless and evocative. ,
burning man effigy on fire , skyscrapers in the distance , art by Andy Warhol , art by Paolo Uccello , art by Pablo Picasso , art by Pablo Picasso , art by Jan Van Eyck , freckles , real... , art by Piet Mondrian , big pecs , art by Hilma Af Klint , art by Eugène Delacroix , art by Michelangelo Buonarroti , art by Caspar David Friedrich , art by Caspar David Friedrich , daytime ,
portrait painting of a post - apocalyptic blonde soldier wearing dieselpunk power armor , ethernal atmosphere. Character design by charlie bowater , hunting the monsters , Ultra realistic full shot of a cyborg woman under repair , 3d ink art by pixar , seductive pose and smile , shaded lighting by katsuhiro otomo ghost - in - the - shell , symmetric round detailed eyes!! , daytime bright lighting , cyberpunk face , necklace made by wires , dark ambient , cloudy and high-contrast , fantasy portrait art ,
A powerful steampunk bionic time sorcerer , fog , reflections , smoke , rain , fire , electricity , epic , dark , detailed , digital , photorealistic , macrophotography , HQ ,
Masterful beautiful indian Female supermodel , he uses them to make modifications | in the style of Peter Mohr... , commission for , art by Jackson Pollock , abstract , intricate , daytime , art by Edward Hopper , Old Building , art by Francisco De Goya , symmetrical , art by Jackson Pollock , metallic colours +8k ,
The artwork is a stained glass portrayal of an Asian woman , depicted with a serene and thoughtful expression. Her gaze is downcast , suggesting a moment of introspection or gentle contemplation. Her hair is a cascade of blue and gray tones , styled in elegant waves that frame her face and shoulders , suggesting both grace and movement. Adorning her hair is an ornate accessory , rich with a bouquet of colors and detailed with hanging ornaments that provide a touch of traditional opulence. The stained glass medium renders her features in a soft , radiant light , with subtle shading that emphasizes the gentle contours of her face. The background is a tapestry of stained glass segments in soft pastels and muted hues , organized in a way that resembles the elements of nature , such as floral patterns and swirling designs that mimic wind or water. Each piece of the mosaic contributes to the overall aesthetic , creating a balanced and harmonious image that is both peaceful and complex. This stained glass piece embodies a timeless beauty , evoking a sense of tranquility and the subtle complexities of emotion , making it a sophisticated addition to any NFT collection that values cultural representation and the beauty of traditional art forms expressed in a contemporary medium. ,
"Craft a dynamic 4D artwork that brings Super Mario to life in an exhilarating sprint towards the viewer. This scene should burst with energy and excitement as Mario dashes forward , his iconic red cap and blue overalls billowing in the wind. The details of his world-famous mustache , gloves , and boots should be vivid and true to his character. The backdrop should be a vibrant , multi-dimensional Mario world , featuring familiar elements like mushroom platforms , colorful blocks , and cheerful clouds. Use 4D rendering techniques to create a sense of depth and immersion as Mario rushes toward the viewer , inviting them to join in the adventure. The lighting should emphasize the joyful and dynamic mood of the scene , casting dynamic shadows as Mario moves. The overall effect should be a thrilling and immersive experience , capturing the essence of Mario's timeless charm and excitement." ,
A beautiful woman with straight , jet-black hair , large , beautiful light brown eyes , well-defined lips , and a beautiful face , stands full-length in the Bolivian rainforest , enjoying the raindrops falling on her face as she looks up at the sky as the sun rises and the rainforest rains in the background. The woman's hair is long and flowing , and it falls down to her shoulders. Her eyes are a deep , rich brown , and they sparkle in the sunlight. Her lips are full and kissable , and her face is perfectly proportioned. She is a vision of beauty. The woman is standing in a clearing in the rainforest. The rain is coming down in sheets , but she doesn't seem to mind. She is smiling and enjoying the feeling of the rain on her skin. She looks up at the sky as the sun rises , and she is filled with a sense of peace and tranquility. The rainforest is alive with sound. The birds are singing , the monkeys are chattering , and the insects are buzzing. The woman takes a deep breath and closes her eyes. She She is at one with nature. The woman stands there for a long time , enjoying the moment. She knows that this is a special moment , and she wants to savor it. She will never forget this day. , Water Color ,