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What is logistic regression?

12/05/2022 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS
Logistic regression is a type of statistical modeling used to predict a binary output of an event. It is commonly used in areas such as disease risk prediction, customer satisfaction, and advertising. It is a type of regression analysis that predicts a binary outcome from a set of variables. It is typically used to determine whether or not an event will occur based on a number of influencing factors.
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Was ist Social Marketing?

12/04/2022 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS
Social marketing is a form of marketing that focuses on using social networks and other social platforms to market a specific message or product. It can also be understood as a process aimed at influencing and changing behavior using social networks. It can relate to a variety of goals, from promoting companies or organizations to supporting campaigns to reduce risk and promote healthy lifestyles.
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Profit distribution as a founder - Why the best investment is the investment in your own company

08/27/2022 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

It is important to understand that a business, like any other investment, carries financial risks. However, as the founder of a business, you are in a unique position to manage your company in a way that promises you the greatest success. Investing in your own business allows you to benefit from the profits that the business generates.

Investing in your own business is one of the safest investments you can make. There are many benefits to investing in your own business, but one of the biggest is that you have direct influence over the earning power. You can run your business in a way that makes the most profit for you. This means that every time your business makes a profit, you benefit directly from the earnings.

Another great benefit of investing in your own business is the control you have over the distribution of profits. You can decide how much money you want to distribute and what type of profits you want to receive. This allows you the opportunity to reinvest your profits selectively and develop your business to generate even more profits.

Finally, profit distributions can also be used as a form of reserve for future investments. This means that if you make further investments, you can rely on the profit distributions to fund your investments. This can be a great advantage as it gives you more financial flexibility without having to make further investments.

Overall, investing in your own business is one of the safest investments you can make. Investing in your own business allows you to directly benefit from the profits that your business generates. It also allows you to maintain control over the distribution of profits, and it gives you the opportunity to develop your business to generate even more profits.

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Founders beware - Why entrepreneurial risk should not be underestimated

08/27/2022 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

Starting your own business is an exciting and rewarding experience, but it is also an entrepreneurial risk. The success of a business depends on many factors, from the right business idea to financial planning and implementation. All of these factors come with risks.

There is no guarantee that a business will be successful, so entrepreneurial risk should not be underestimated. It is important to understand that there are many risks that you cannot control, such as developments in competition, economic conditions or general market demand.

However, there are also many risks that you can control, such as the management of the business, financial planning, cost structure and more. These risks can be minimized through good planning and forward thinking.

To minimize business risk, it is important to have a clear vision and focus on goals. It is also important to be aware of what risks exist and what actions can be taken to minimize those risks.

It is also important to be aware of the legal and tax framework in order to create a solid foundation for the business. It is also important to network with people who can support you in your startup and who can also help you implement your business idea.

Entrepreneurial risk should not be underestimated, it is a challenge, but it is also an opportunity to start a successful business. If you understand the risks and know how to minimize them, you can reduce the risk and start a successful startup.

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What are the biggest mistakes when buying / acquiring a company?

06/05/2022 | by Patrick Fischer, M.Sc., Founder & Data Scientist: FDS

1. Insufficient due diligence: the company analysis before the purchase is one of the most important elements in the acquisition. Without thorough due diligence, unforeseen risks and liabilities may go undetected.

2. Insufficient insight into financing: In order to execute a successful acquisition, companies must carefully review financing risks. This includes a review of capital requirements, funding sources and use of funds.

3. Unclear understanding of the target company's culture: when a company acquires another, it needs to understand what the company's culture is and how it can be integrated into its own business.

4. Unclear goals: A successful business acquisition requires clear goals and a successful plan to achieve those goals. Without a clear understanding of the goals and the strategy to achieve them, it is difficult to successfully implement the acquisition.

5. Inadequate legal advice: a company should always hire a qualified lawyer to ensure that all legal principles are followed correctly.

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