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Explore AI generated designs, images, art and prompts by top community artists and designers.
A realistic pear with the face of an elderly man. The face has deep wrinkles , a long white mustache , and wise , expressive eyes. The expression is serious but slightly humorous , as if the pear is reflecting on life. The texture of the pear is natural , with a greenish-yellow skin and some brown spots. The background is blurred and neutral , with soft lighting creating subtle shadows. The overall atmosphere is surreal and slightly whimsical , giving an uncanny yet amusing effect. ,
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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futuristic touches add a touch of modernity to the otherwise traditional appearance , knight's helmet , feather details , touches of red in the armor , futuristic elements , raised textures , metallic reflections , subtle shadows , tinted visor , LED lights , heads-up display , carefully placed lights , pronounced contrasts , 8k resolution , 3D ,
cyberpunk japanesse man with neon lights , kids character , glitchy , night time!!! four corners , insane complexity , looking down , wise android , exotic , carved marble texture silk cloth , colored photo , dark and moody masterpiece , capital of westeros , a screenshot by Jin Homura , a realistic digital painting by greg rutkowski and james gurney , black hole sucking , angel knight girl. by artstation trending , glowing lights!! intricate , dark golden light night , samsung logo , octane render 8 k , bright day light sun ,
symmetry!! portrait of brad pitt in the style of horizon zero dawn , arthurian legend ynys afallach avalon isle of apples , art by james jean , ruggedly handsome ranger , beautiful Lighting , art masterpiece by art by krenz cushart , by ross tran ultradetailed , 8 k photorealistic , abandoned warehouse interior in the background , pale grey skin , fishes swimming , wise elder from Kenya in a suit by Kehinde Wiley . Fatherly/daddy , stephen lang , bended forward , medieval fantasy game art , fractal dress , implanted eyelenses , Real , by Jacques-Louis David , exquisite lighting , with a white mask in the shape of a deer skull ,
medieval knight use banner flag , detailed space graphics in background , art in the style of disney , flowing dancing pose. neon , realistic character concept art , black and white armor! , future soldier clothing , global illumination ray tracing hdr , kitbashed , cyan lighting , gloss , wise elder from Kenya in a suit by Kehinde Wiley . Fatherly/daddy , wearing a top hat ,
portrait of a turkish masculine female cyberpunk machine , * modest holy body * , with swirls , disney pixar 3D style , colorful ink details , feminine portrait , wise elder from Kenya in a silver suit and red tie by Kara Walker . Fatherly/daddy , realistic render , an egg sitting inside a rose made out of silver and gold , karate outfit , blue colors , tom bagsgaw , 8 k wallpaper , want you to know you are Your makers must have kissed in cosmic dust You're something special , art by Yoshitaka Amano , proportionate face , black and white photograph , willa holland batgirl dc comics , logo concept art , hearthstone artwork ,
The image showcases a helmet worn by a black knight , adorned with feather details and accents of white in the armor. The helmet , while maintaining its medieval essence , incorporates subtle futuristic elements. Embedded within the design are lines , minimalistic lights , and a heads-up display subtly integrated into the visor. These futuristic touches add a touch of modernity to the otherwise traditional appearance , knight's helmet , feather details , touches of red in the armor , futuristic elements , raised textures , metallic reflections , subtle shadows , tinted visor , LED lights , heads-up display , carefully placed lights , pronounced contrasts , 8k resolution ,
Create an image representing the chess' bishop as the visionary architect of the data infrastructure , a master strategist shaping the foundation of technological progress. This bishop is depicted as a wise and discerning figure , radiating knowledge and expertise in building robust and scalable infrastructures. The image should showcase the bishop in a thoughtful pose , holding a blueprint or architectural plans that symbolize the design and structure of a data infrastructure. Surrounding the bishop , incorporate elements that represent technology and connectivity , such as network diagrams or interconnecting lines. The image should evoke a sense of foresight , precision , and the importance of a well-designed infrastructure in enabling the seamless flow of data and supporting business operations. ,
Brand Mascot Design Concept: "Buddy the Wise Owl" - **Appearance**: Buddy the Wise Owl is designed as a charming and friendly owl with big expressive eyes wearing glasses symbolizing wisdom. - **Colors**: Use bright yet soothing colors like turquoise blue for the body with hints of soft white feathers. - **Attire**: Buddy wears a small backpack filled with art supplies – symbolizing readiness for any creative or learning adventure. - **Personality Traits**: Curious , knowledgeable , helpful – always ready with fun facts or creative ideas. ,
No interior de um templo grego antigo no ano de 2.500 antes de cristo , A wise old man , com barba e cabelos brancos longos , contando uma pilha de moedas de ouro , sentado em uma mesa cheia de detalhes , entre pergaminhos antigos , em um dia muito frio e tempestuoso. humor fotojornalismo , ultra detalhado , fotografia de filme , tom frio , foco nítido , pele ultra detalhada , Professional Color Grading , foto crua , cinematografia , detalhes vibrantes , qualidade ultra , (foto-realista: 1.37) , obra-prima , Canon EOS 5D Mark IV e fujifilm Superia X - TRA 400 filme ,
The image showcases a helmet worn by a knight , adorned with intricate feather details and accents of red in the armor. The helmet , while maintaining its medieval essence , incorporates subtle futuristic elements. Embedded within the design are sleek lines , minimalistic LED lights , and a heads-up display subtly integrated into the visor. These futuristic touches add a touch of modernity to the otherwise traditional appearance. The labels for the high-resolution and super-detailed image include: knight's helmet , feather details , touches of red in the armor , futuristic elements , raised textures , metallic reflections , subtle shadows , tinted visor , LED lights , heads-up display , carefully placed lights , pronounced contrasts , 8k resolution ,
, Trippy , 3D , Water Color , Furistic , Heroic , wise , intellectual , driven , powerful , greek danish man ,