Adam Gabriel DobrakowskiinCogita BlogImplementing AI in a Company — Step-by-Step GuideWe are currently witnessing a technological revolution that is reshaping many industries, bringing with it previously unimaginable…6d ago6d ago
Adam Gabriel DobrakowskiinCogita BlogHow to Use AI in Business? What to Do in 2024?The field of computer science known as “artificial intelligence” (AI) has been developing for decades. In recent years, we have witnessed…Jul 4Jul 4
Adam Gabriel DobrakowskiinCogita BlogEverything You Need to Know About Recommender SystemsDo you ever wonder how algorithms work that select the ads you see? Or why do you get certain posts on social media?Jun 27Jun 27
Adam Gabriel DobrakowskiinCogita BlogPlanning Machine Learning ProjectsToday, I’d like to introduce you to the process of planning Machine Learning projects, as practiced in my company, COGITA. If you’re…Jun 20Jun 20
Adam Gabriel DobrakowskiinCogita Blog10 Non-Obvious Things You Need to Log After Deploying Your Model in ProductionDeploying machine learning models in a production environment is a significant challenge, often requiring as much effort as training the…Jun 3Jun 3
Adam Gabriel DobrakowskiinCogita Blog6 reasons why interpretability of the model is importantMachine Learning has become a fundamental part of many companies’ data science efforts. But as models have gotten more complex, it can be…May 24May 24
Adam Gabriel DobrakowskiA/B Testing in Machine Learning. Part 3: 4 most common mistakesAuthor: Adam G. Dobrakowski Redaction: Zuzanna KwiatkowskaMay 161May 161
Adam Gabriel DobrakowskiThe Trade-Off Between Time, Quality and Scope in ML ProjectsToday I will present a certain approach to planning work in Machine Learning projects that will allow you to increase your work’s…Nov 27, 2023Nov 27, 2023
Adam Gabriel DobrakowskiIs AI a threat to humanity?Today’s post will be less technical and more philosophical. For several months, the temperature of the discussion on the development and…Oct 13, 2023Oct 13, 2023
