Search Results for with fair - Arthub.ai

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Search Results for with fair

Explore AI generated designs, images, art and prompts by top community artists and designers.

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A beautiful young European woman with fair skin , delicate features , and soft wavy blonde hair , captured in a photorealistic style. Her striking blue eyes and serene expression give her a confident yet natural charm. She wears a simple , stylish outfit such as a light-colored blouse or a casual jacket. The lighting is soft and natural , emphasizing her flawless complexion. The focus is on her face and upper body , with a gentle , blurred background that draws attention to her facial features and the natural flow of her hair. The image is highly detailed , with a warm , inviting atmosphere. ,

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A beautiful young European woman with fair skin and soft , wavy blonde hair is in the middle of blowing a large , round pink bubble gum bubble with her mouth. Her lips are slightly pursed around the gum as the bubble expands , and her cheeks have a subtle puff from blowing. Her bright blue eyes have a playful , confident sparkle , and she looks slightly to the side. She is wearing a stylish casual outfit , such as a denim jacket over a white t-shirt. The background is softly blurred , depicting a charming European city street with warm evening lights or a pastel-colored café setting. The lighting is natural and flattering , enhancing the vibrant , modern feel of the image. The focus is on the bubble forming from her lips , with sharp details capturing the glossy texture of the gum ,

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A beautiful young European woman with fair skin and soft , wavy blonde hair blows a large , perfectly round pink bubble gum bubble. The bubble is semi-transparent and reflects soft light as it expands in front of her face. Her playful and confident expression shows in her bright blue eyes , and she maintains a relaxed posture. She wears a stylish casual outfit , such as a denim jacket over a white t-shirt. The background is softly blurred , depicting a charming European city street with warm evening lights or a pastel-colored café setting. The lighting is natural and flattering , creating a warm and inviting atmosphere. The image is high-quality and cinematic , with sharp details and a smooth depth of field. ,

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A beautiful young European woman with fair skin and soft , wavy blonde hair blows a large pink bubble gum bubble. Her lips are slightly parted as the translucent bubble expands in front of her face. She has a playful and confident expression , with bright blue eyes and a slight smirk. She is wearing a stylish casual outfit , such as a denim jacket over a white t-shirt. The background is softly blurred , possibly a lively European city street with warm evening lights or a pastel-colored café setting. The lighting is soft and natural , creating a warm and inviting atmosphere. The image has a cinematic , high-quality aesthetic with sharp details and a smooth depth of field. ,

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Oussama-SABBAHI

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. ,

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An image of a poised beautiful woman with fair skin and piercing blue eyes. Her hair is styled in a sleek low bun. She wears a sophisticated black gown with a sweetheart neckline and pleated design , revealing one leg. The composition is dominated by dynamic , swirling ribbons in metallic copper and black shades that emanate from her hair bun , creating an intricate pattern around her. White background. , 3D ,

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An image of a poised beautiful woman with fair skin and piercing blue eyes. Her hair is styled in a sleek low bun. She wears a sophisticated black gown with a sweetheart neckline and pleated design , revealing one leg. The composition is dominated by dynamic , swirling ribbons in metallic copper and black shades that emanate from her hair bun , creating an intricate pattern around her. White background. , 3D ,

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A magical forest filled with fairies , concept art , high angle shot , fantasy , intricate , highly detailed , digital painting , artstation , warm lighting , dreamy , whimsical , illustration , art by Amy Brown , David Palumbo , Julie Bell , Boris Vallejo , Greg Rutkowski. ,

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Create a realistic portrait of a beautiful Russian woman with fair skin and ash blonde hair. Her eyes are intense blue and her gaze is piercing. She is wearing a dark red dress and posing with a serene but strong expression. The illustration should have a realistic and detailed style , showing the beauty of the model in an authentic way ,

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a realistic perfect image of a short , slender , fragile perfect beauty elf female with fair skin , with lilac eyes , with dark long curly hair , a wreath of purple natural flowers on her head , dressed in dark clothes - trousers , a shirt , in a dark priest's brown robe , a cloak with a hood , very detailed , maximal detailed illustration , iridescent accents , ray tracing , product lighting , sharp , smooth , masterpiece , dark color , hdr , mystery background , perfect full portrait , detailed face , perfect hands , perfect image , perfect face , detailed eyes , perfect eyes , face , detailed , intricate , elegant , highly detailed , digital painting , artstation , concept art , smooth , sharp focus , illustration , art by Sam Spratt , Dan Mumford , Artem Demura and Alphonse Mucha , 3D , Water Color ,

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Create a realistic portrait of a beautiful Russian woman with fair skin and ash blonde hair. Her eyes are intense blue and her gaze is piercing. She is wearing a dark red dress and posing with a serene but strong expression. The illustration should have a realistic and detailed style , showing the beauty of the model in an authentic way ,

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woman with fair skin , cute green eyes , captivating smile , jet black hair , sexy body , dressed as a stewardess , cheating , real , 3D ,

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A stunning young Muslim woman with fair skin and delicate features is standing in front of the Kaaba , surrounded by the beautiful architecture of the Grand Mosque in Mecca. She is wearing a beautiful blue hijab that matches her piercing blue eyes. The hijab is intricately designed with intricate patterns , and she wears it elegantly , framing her face perfectly. The sunlight illuminates her face , casting a soft and serene glow on her skin. The camera is a 50mm lens , shooting at a medium shot. The image is rendered with high detail and high resolution , creating a breathtakingly beautiful and realistic scene. , 3D ,

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Sexy Korean beauty with fair skin , explaining stocks , taking portrait photos , extremely attractive , 3D , Pencil Sketch ,

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a realistic perfect image of a short , slender , fragile perfect beauty elf female with fair skin , with lilac eyes , with dark long curly hair , a wreath of purple natural flowers on her head , dressed in dark clothes - trousers , a shirt , in a dark priest's brown robe , a cloak with a hood , very detailed , maximal detailed illustration , iridescent accents , ray tracing , product lighting , sharp , smooth , masterpiece , dark color , hdr , mystery background , perfect full portrait , detailed face , perfect hands , perfect image , perfect face , detailed eyes , perfect eyes , face , detailed , intricate , elegant , highly detailed , digital painting , artstation , concept art , smooth , sharp focus , illustration , art by Sam Spratt , Dan Mumford , Artem Demura and Alphonse Mucha , 3D , Water Color ,

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simonyanedgar97

A stunning Central European girl , around 20 years old , with fair , smooth skin and a soft , natural glow. ,

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a realistic perfect image of a short , slender , fragile perfect beauty elf female with fair skin , with lilac eyes , with dark long curly hair , a wreath of purple natural flowers on her head , dressed in dark clothes - trousers , a shirt , in a dark priest's brown robe , a cloak with a hood , very detailed , maximal detailed illustration , iridescent accents , ray tracing , product lighting , sharp , smooth , masterpiece , dark color , hdr , mystery background , perfect full portrait , detailed face , perfect hands , perfect image , perfect face , detailed eyes , perfect eyes , face , detailed , intricate , elegant , highly detailed , digital painting , artstation , concept art , smooth , sharp focus , illustration , art by Sam Spratt , Dan Mumford , Artem Demura and Alphonse Mucha ,

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Welcome to this castle of joy and vitality! As you step through the castle gates , a sense of exhilarating delight washes over you. The castle's exterior is adorned with fairytale colors and a lively atmosphere , as if leaping straight out of a storybook. Reaching skyward , the castle is constructed of colorful stones , as if condensed from sweet dreams. These stones shimmer with golden , pink , and sky-blue hues , creating an ambiance that feels like stepping into a dreamland. Colorful lanterns adorn the porch , and various-shaped pennants flutter in the breeze , accompanied by cheerful music , creating a festive and lively atmosphere. A grand archway leads visitors into the castle's interior , a wonderland full of surprises and delights. Inside , the castle is beautifully decorated , with breathtaking landscapes and facilities. Greeting you is a magnificent fountain , with dancing water jets emitting a fresh fragrance. Colorful flowers and lush greenery surround the amusement park , providing a leisurely and pleasant walking area for visitors. Strolling along the cobblestone path , you'll discover a variety of amusement rides , including joyful carousels , thrilling roller coasters , and exciting water parks , immersing visitors in endless fun. Suitable for all ages , everyone can find their own happiness in this castle of joy! In this castle filled with laughter and dreams , let's create wonderful memories and spend a joyful time together! ,

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