Real Life Adventure Planning and Decision Making

At this year’s Codecation, we had an activity planned to break up the programming sessions. As a group of 17 people, it’s hard to accommodate everybody’s wishes so we organized a session where we voted for what we wanted to do. The poll included 8 alternatives:

🚴‍ Biking

🏖 Beach

🧗‍ Gibraltar Rock

👟 Hike (mountains)

👀 Village watching

🕵️‍ ️Escape Room

🏸 Paddle

🍷 Wine Tasting

Everybody was asked to prioritize the activities between 1 (most preferred) and 8 (least preferred). This is a powerful voting system since you can also specify what you do not want to do. Below is the distribution of votes for each activity.

We can see that nobody wanted to go biking, most people were interested in mountain hiking, and wine tasting was a typical third alternative while people had polarized views on paddle tennis.

If we were to make a decision about what activity to do based on the above plot and our intuition, it would be hiking. We can further strengthen our intuition by plotting densities for each activity:

In the above violin plot, we can see that the mean score is lowest for hiking, and there’s very low standard deviation in the votes (orange horizontal line), compared to the other activities. If a violin looks like an hourglass, it means that people had polarized views on that activity.

Deciding for the entire group to go hiking would be a decision that no one can blame you for, but we can do better. For example, the same people that didn’t prioritize hiking could rate the same, other activity as a priority. That would mean that no one gets upset if we split up. People were okay with splitting into two groups. But how do we make such a split?

#data-science #startup #adventure #visualization #decision-making

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Real Life Adventure Planning and Decision Making

Real Life Adventure Planning and Decision Making

At this year’s Codecation, we had an activity planned to break up the programming sessions. As a group of 17 people, it’s hard to accommodate everybody’s wishes so we organized a session where we voted for what we wanted to do. The poll included 8 alternatives:

🚴‍ Biking

🏖 Beach

🧗‍ Gibraltar Rock

👟 Hike (mountains)

👀 Village watching

🕵️‍ ️Escape Room

🏸 Paddle

🍷 Wine Tasting

Everybody was asked to prioritize the activities between 1 (most preferred) and 8 (least preferred). This is a powerful voting system since you can also specify what you do not want to do. Below is the distribution of votes for each activity.

We can see that nobody wanted to go biking, most people were interested in mountain hiking, and wine tasting was a typical third alternative while people had polarized views on paddle tennis.

If we were to make a decision about what activity to do based on the above plot and our intuition, it would be hiking. We can further strengthen our intuition by plotting densities for each activity:

In the above violin plot, we can see that the mean score is lowest for hiking, and there’s very low standard deviation in the votes (orange horizontal line), compared to the other activities. If a violin looks like an hourglass, it means that people had polarized views on that activity.

Deciding for the entire group to go hiking would be a decision that no one can blame you for, but we can do better. For example, the same people that didn’t prioritize hiking could rate the same, other activity as a priority. That would mean that no one gets upset if we split up. People were okay with splitting into two groups. But how do we make such a split?

#data-science #startup #adventure #visualization #decision-making

Bella Garvin

Bella Garvin

1624088381

Real Estate App Development I Real Estate Software Development USA

Orbit Edge is a top real-estate app development company that provides top-quality real estate software and app development solutions that facilitates the realtors, builder and other property brokers. Time-saving and cost-saving real estate software solutions help enterprises to sustain themselves in the real estate market.

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Ian  Robinson

Ian Robinson

1621644000

4 Real-Time Data Analytics Predictions for 2021

Data management, analytics, data science, and real-time systems will converge this year enabling new automated and self-learning solutions for real-time business operations.

The global pandemic of 2020 has upended social behaviors and business operations. Working from home is the new normal for many, and technology has accelerated and opened new lines of business. Retail and travel have been hit hard, and tech-savvy companies are reinventing e-commerce and in-store channels to survive and thrive. In biotech, pharma, and healthcare, analytics command centers have become the center of operations, much like network operation centers in transport and logistics during pre-COVID times.

While data management and analytics have been critical to strategy and growth over the last decade, COVID-19 has propelled these functions into the center of business operations. Data science and analytics have become a focal point for business leaders to make critical decisions like how to adapt business in this new order of supply and demand and forecast what lies ahead.

In the next year, I anticipate a convergence of data, analytics, integration, and DevOps to create an environment for rapid development of AI-infused applications to address business challenges and opportunities. We will see a proliferation of API-led microservices developer environments for real-time data integration, and the emergence of data hubs as a bridge between at-rest and in-motion data assets, and event-enabled analytics with deeper collaboration between data scientists, DevOps, and ModelOps developers. From this, an ML engineer persona will emerge.

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Top Real Estate Industry Application Development Companies | TopDevelopers.co

Are you looking for Top Real Estate Mobile App Development Companies? We understand your concern with finding an efficient service provider and hence have collated a list of prominent Real Estate App Developers. As customers are getting accustomed to searching for real estate or construction projects online, having a mobile app for your real estate company or construction business is essential now. The professional App Development Companies, for the Real Estate industry, will help in building an app that will allow businesses to communicate with the customers directly and target their customers more accurately. The Real Estate App Developers and Service Providers will help you in increasing your market reach and in projecting a positive image of your brand amongst potential buyers. If you are a construction company, then the state-of-the-art application built by the Construction App Development Companies will help you in managing your project in a time-efficient and cost-effective manner. The construction app developers listed here are knowledgeable about a wide range of aspects of the construction industry which makes it easier for them to understand and build a construction app based on the requirements. While preparing this list we have kept the parameters of selection quite stringent, to ensure that the Real Estate App Development Companies that make it to this list are proven performers.
Explore the list of best real estate app development companies from TopDevelopers.co, a trusted source to help choose the right real estate app developer as per your requirements.

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