Codete Blog

Technology

Machine Learning

Machine Learning & Recommendation Engine for Products. How to Build It?

27/01/2022 |

9 min read

Piotr Jastrzębski

Machine learning & recommendation engine in a nutshell. Learn about product recommendation systems - their features, strategies, and challenges of using them. Implementing a product recommender system is a great way to improve the overall user experience of your application.

Case Studies

Life at Codete

Machine Learning

Research and Development

Case Study: Content Monitoring Tool

05/11/2021 |

2 min read

Codete

We believe that having continuous and fully automated social media monitoring tool is a must-have for all businesses, and sentiment is one of the most important factors to monitor. For this project, we partnered with a well-known tech university from the United States.

Technology

Machine Learning

C++ for Machine Learning - Is It Better Than Python? Comparison

26/10/2021 |

5 min read

Dominika Reszke,

Michał Jungiewicz

If you have been thinking about what technology to choose for your next machine learning project: C++ or Python, here’s our short guide. Read our comparison and check out which one may be a better fit for your needs.

Technology

Artificial Intelligence

Machine Learning

AI Gone Wrong: Common Neural Network Training Mistakes and How to Avoid Them

01/09/2021 |

8 min read

Karol Przystalski

In this article, we go over some of the most high-profile AI failures and the lessons we all got to learn from them. We show you the most common mistakes companies make when building AI-based products and expert tips that help to avoid AI failure.

Technology

Machine Learning

Garbage in, Garbage out – Preparing Your Data Set for Machine Learning

10/06/2021 |

9 min read

Kacper Łukawski

Machine Learning-based processes rely on data. So does the GIGO rule, which is critical to the development process of virtually any project. Today we will discuss the importance of well-organized datasets and their impact on the efficiency of Machine Learning models.

Technology

Artificial Intelligence

Machine Learning

Artificial Intelligence and Machine Learning in the Automotive Industry

17/11/2020 |

8 min read

Karol Przystalski

In this article, we zoom in on artificial intelligence and its subset of machine learning to see how applications of AI are impacting automotive manufacturers, vehicle owners, and service providers.

Technology

Machine Learning

Artificial Intelligence

Big Data

Predictive Analytics in Healthcare: Use Cases, Benefits & Challenges

14/04/2020 |

9 min read

Karol Przystalski

Take a closer look at the advanced predictive analytics tools used in healthcare today. In this article, we explore the most important use cases and challenges healthcare organizations experience when implementing predictive analytics solutions.

Technology

Artificial Intelligence

Machine Learning

Machine Learning and Artificial Intelligence in Genomics: Applications and Predictions

26/03/2020 |

9 min read

Karol Przystalski

Machine learning plays an increasingly important role in the evolution of genomics. Take a closer look at all the applications of machine learning in genomics today and discover the current and emerging trends within this innovative field.

Technology

Artificial Intelligence

Machine Learning

How Can Machine Learning Be Used in Healthcare? Top 11 Applications

24/03/2020 |

9 min read

Karol Przystalski

How can we use machine learning in healthcare? Discover the most important and innovative applications of machine learning solutions in healthcare systems. From developing new medical procedures to handling patient data and records.

Big Data

Technology

Machine Learning

Machine Learning vs. Data Science: Similarities and Differences You Need to Know

31/10/2019 |

9 min read

Karol Przystalski

Machine learning and data science are buzzwords everyone seems to be talking about these days. But what do they mean? See the key similarities and differences, and learn when it makes sense to invest in a machine learning-powered solution.