I think complexity contains simple rules however simplicity contains more complex rules.

👋 Hi, I’m Erkan. I like brainstorming, observing, interpreting data, integrating new information, theorising, and making decisions based on multiple factors. I’m using Python for almost everything and I’m a lifelong student of Data Science.

Feedback - Learn better from the worst and the best

Learning from yourself is essential, but learning from others can also be valuable. Although receiving feedback and criticism can be unpleasant, it can provide insights that you wouldn’t have otherwise. If someone envies you, it could bring to light traits about yourself that you may not have noticed before. Even though you may already value your own characteristics, jealousy can uncover something that was previously concealed. It’s crucial to acknowledge that you are capable of learning from yourself, but the insights and views of others can also contribute to your personal development....

19 Jul 2023 · 3 min · 567 words · Erkan Malcok

Bayesian Average Mean

The Bayesian average is a type of weighted average that incorporates prior knowledge or belief, in addition to the given data. This method is used when the data set is small, or when there is a need to prevent extreme values from skewing the results significantly. In the context of online ratings, for example, the Bayesian average is often used to calculate average ratings in a way that reduces the impact of ratings from users who rate extremely high or low, especially when the total number of ratings is low....

15 Jun 2023 · 4 min · 643 words · Erkan Malcok

Understanding Benford's Law and its Application with Python

Introduction: Benford’s Law, also known as the First-Digit Law, is a statistical phenomenon that describes the frequency distribution of digits in many real-life datasets. It states that in certain naturally occurring sets of numerical data, the leading digits are not uniformly distributed, but instead, the digit “1” appears more frequently as the first digit, followed by a decreasing frequency for each subsequent digit. Benford’s Law has found applications in various fields, such as forensic accounting, fraud detection, and data analysis....

22 May 2023 · 2 min · 347 words · Erkan Malcok

Structure for Statistical Reports

Since numerous readers may only peruse the Introduction and Discussion sections, it is critical to organize the report in a way that allows them to quickly locate the areas of interest. The Results section can be seen as the crux of the report, while the Methods section is designed to explain how the results were obtained, and the Discussion provides your interpretation of the results. Some writers prefer to begin with the Results section before moving on to the Methods section....

07 May 2023 · 3 min · 557 words · Erkan Malcok

Auto-GPT: At Your Service

An AI agents operate automatically on their own and complete tasks for you Still in development, but you can try it out now. If the looping persists for more than 2 minutes, It typically indicates that the process is stuck and requires a restart. If you are ready, let’s start. Reminder GPT4 API is not available yet if you have it that would be great. The AI agent is not perfect, and it will make mistakes....

25 Apr 2023 · 3 min · 517 words · Erkan Malcok