News Archive - m2hycon

What every CEO should know about introducing AI in the company

Elisa Jäger — Thu, 20 Mar 2025 10:51:24 +0000

AI is THE topic of the future, but unfortunately there is still a lot of uncertainty. Here are five tips for CEOs on what to do now.

Der Beitrag What every CEO should know about introducing AI in the company erschien zuerst auf m2hycon.

Effortless Time Series Feature Generation: A Practical Approach for Simple Models

Elisa Jäger — Mon, 24 Feb 2025 12:42:48 +0000

Good features for a time series analysis can also be created automatically. We test it out with the Python package Functime.

Der Beitrag Effortless Time Series Feature Generation: A Practical Approach for Simple Models erschien zuerst auf m2hycon.

From data chaos to efficiency: Prisma ORM benefits for developers

Elisa Jäger — Wed, 29 Jan 2025 16:00:13 +0000

In the world of software development, where databases play a central role, developers are looking for tools that offer efficiency and reliability. We are testing Prisma ORM for this purpose.

Der Beitrag From data chaos to efficiency: Prisma ORM benefits for developers erschien zuerst auf m2hycon.

Generative AI is revolutionizing companies: What impact do developments have on strategic build vs. buy decisions

Elisa Jäger — Tue, 21 Jan 2025 11:34:41 +0000

Generative AI is revolutionizing companies through faster innovation, reduced costs and optimized processes. This article shows how companies can benefit from customized or ready-made solutions to achieve their goals efficiently.

Der Beitrag Generative AI is revolutionizing companies: What impact do developments have on strategic build vs. buy decisions erschien zuerst auf m2hycon.

ChatGPT-o1 vs. ChatGPT-4o – Part 2

Massimo Pavese — Fri, 10 Jan 2025 15:02:58 +0000

More comparisons between ChatGPT-o1 and ChatGPT4o, what's new and when is which AI more suitable?

Der Beitrag ChatGPT-o1 vs. ChatGPT-4o – Part 2 erschien zuerst auf m2hycon.

ChatGPT-o1 vs. ChatGPT-4o

Elisa Jäger — Fri, 10 Jan 2025 08:29:21 +0000

ChatGPT-o1 compared to its predecessor ChatGPT4o, what new features are there and when is which AI more suitable? Our data scientist Mark put the algorithms to the test.

Der Beitrag ChatGPT-o1 vs. ChatGPT-4o erschien zuerst auf m2hycon.

Geostatistics against malaria: recognizing and combating insecticide resistance

Elisa Jäger — Thu, 12 Dec 2024 08:32:40 +0000

Malaria remains one of the biggest health challenges in tropical regions. In this article you will learn how modern geostatistics against malaria is used to map resistance, identify trends and develop effective strategies to combat this disease.

Der Beitrag Geostatistics against malaria: recognizing and combating insecticide resistance erschien zuerst auf m2hycon.

AI as a competitive advantage: 8 groundbreaking factors for companies

Elisa Jäger — Thu, 24 Oct 2024 08:13:50 +0000

With the rapid development in the field of AI, it is important to keep an overview. We address 8 factors that are important for the success of AI in companies.

Der Beitrag AI as a competitive advantage: 8 groundbreaking factors for companies erschien zuerst auf m2hycon.

Leveraging Advanced Forecasting Techniques with StatsForecast: A Case Study

Elisa Jäger — Wed, 16 Oct 2024 10:00:47 +0000

Forecasts for intermittent data are often difficult. Torben examines whether the Statsforecast package can be used and describes which evaluation methods are useful.

Der Beitrag Leveraging Advanced Forecasting Techniques with StatsForecast: A Case Study erschien zuerst auf m2hycon.

The importance of unit tests and testing in general in data science

Elisa Jäger — Thu, 10 Oct 2024 08:40:01 +0000

Testing in data science projects is often neglected. In this blog post, you can find out what the consequences are and how it can be done better.

Der Beitrag The importance of unit tests and testing in general in data science erschien zuerst auf m2hycon.

How a strong corporate culture promotes the success of AI projects

Elisa Jäger — Tue, 24 Sep 2024 17:42:02 +0000

Successful AI implementation depends to a large extent on the corporate culture.
This article sheds light on how fundamental values, norms and behaviors in the company support the introduction of AI.

Der Beitrag How a strong corporate culture promotes the success of AI projects erschien zuerst auf m2hycon.

Python package management: A new, promising tool called UV

Elisa Jäger — Tue, 17 Sep 2024 06:44:33 +0000

The new Python package management tool UV offers some interesting advantages over previous tools. Find out what they are and what we expect from UV in this blog post.

Der Beitrag Python package management: A new, promising tool called UV erschien zuerst auf m2hycon.

Four Pitfalls of Agile Work in Data Science Teams (And How You Can Avoid Them)

Elisa Jäger — Wed, 11 Sep 2024 17:40:11 +0000

Agile project management can be challenging in data science teams.
Natalia describes the stumbling blocks that can occur and how to overcome them in this blog post!

Der Beitrag Four Pitfalls of Agile Work in Data Science Teams (And How You Can Avoid Them) erschien zuerst auf m2hycon.

The importance of data storytelling in large-scale projects: More than just data quality

Elisa Jäger — Tue, 03 Sep 2024 13:38:06 +0000

In this blog post, Michael describes why data storytelling goes far beyond pure data quality and how it enables companies to realize the full potential of their data.

Der Beitrag The importance of data storytelling in large-scale projects: More than just data quality erschien zuerst auf m2hycon.

A personal journey to the how and why of my PMP certification!

Elisa Jäger — Wed, 28 Aug 2024 09:52:04 +0000

Sara vividly describes her journey to becoming a certified project manager.
In addition to her personal insights, you will find helpful tips on PMP certification.

Der Beitrag A personal journey to the how and why of my PMP certification! erschien zuerst auf m2hycon.

Introduction to ragged tensors

Elisa Jäger — Mon, 17 Jan 2022 09:04:06 +0000

We review Tensorflow’s concept of ragged tensors, which were introduced at the end of 2018. We explain their basic structure and why they are useful.

Der Beitrag Introduction to ragged tensors erschien zuerst auf m2hycon.

What is preventive maintenance?

Elisa Jäger — Thu, 25 Nov 2021 07:44:02 +0000

The term "preventive maintenance" is often used in connection with the optimization of maintenance plans.

Der Beitrag What is preventive maintenance? erschien zuerst auf m2hycon.

Information entropy defined as easy as pie!

Massimo Pavese — Thu, 18 Nov 2021 19:19:31 +0000

What is information entropy? Let's assume that in summer we want to send our friends a telegram from Hamburg to St. Petersburg every day about the weather conditions: sunny, slightly cloudy, overcast, rainy.

Der Beitrag Information entropy defined as easy as pie! erschien zuerst auf m2hycon.

Estimation of a customer-specific offer acceptance probability

Massimo Pavese — Tue, 03 Aug 2021 12:40:16 +0000

This post presents a modern approach to estimate an individual probability curve for the acceptance of an offer from historical accepted and rejected transaction data.

Der Beitrag Estimation of a customer-specific offer acceptance probability erschien zuerst auf m2hycon.

Modern pricing in the revenue management environment

Massimo Pavese — Mon, 26 Jul 2021 19:28:27 +0000

Traditionally, offer prices for products or services are charged on the basis of the costs incurred, plus a target margin. Since the end of the last century, there has been a second approach to setting bid prices...

Der Beitrag Modern pricing in the revenue management environment erschien zuerst auf m2hycon.

New publication in the trade magazine “Digitale Welt”

Massimo Pavese — Mon, 05 Jul 2021 09:24:55 +0000

Publications are the basis of scientific work: scientists and practitioners all over the world use these results.

Der Beitrag New publication in the trade magazine “Digitale Welt” erschien zuerst auf m2hycon.

Deep Lattice Networks (DLN)

Elisa Jäger — Mon, 21 Jun 2021 13:34:52 +0000

Frequent problems that we are confronted with can be traced back to a (multidimensional) regression or a classification. Starting from a set of characteristics, regression attempts to represent the dependency between the characteristics and a target variable as a function.

Der Beitrag Deep Lattice Networks (DLN) erschien zuerst auf m2hycon.

Bayesian statistics as an extension of machine learning methods

Massimo Pavese — Mon, 14 Jun 2021 09:33:53 +0000

Based on Bayes' theorem, Bayesian statistics has developed, which is used in the context of inductive statistics and machine learning to estimate parameters and test hypotheses.

Der Beitrag Bayesian statistics as an extension of machine learning methods erschien zuerst auf m2hycon.

Welcome to m2hycon

Elisa Jäger — Mon, 07 Jun 2021 08:07:59 +0000

Here it is: the m2hycon blog! After 25 years in mathematical consulting for companies, we have now decided to use this medium as well.

Der Beitrag Welcome to m2hycon erschien zuerst auf m2hycon.