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Ágoston TörökinDataDrivenInvestorData-centric vs. model-centric AI from a statistical viewpointIs it just another variation of the old Bayesian vs. frequentist debate?Jul 11, 2022Jul 11, 2022
Ágoston TörökinDataDrivenInvestorThe 10 Most Important Jobs for ML Products in 2022Find the right technical career track for your profile with this simple overviewFeb 11, 20221Feb 11, 20221
Ágoston TörökinTowards Data ScienceDesign patterns in machine learningCan we abstract best practices to real design patterns yet?Apr 18, 20211Apr 18, 20211
Ágoston TörökinDataDrivenInvestorIs there data science without statistics?With automation in all steps of machine learning, the valid question arise whether we should learn statistics at allJan 18, 2021Jan 18, 2021
Ágoston TörökHow to complete a task you cannot complete?Bogeyman tasks are best handled just like bogeymen in movies: by chunking.Aug 12, 2020Aug 12, 2020
Ágoston TörökinTowards Data ScienceWhy do overdue tasks take a long time to finish?We asked ourselves this question many times. Here is the answer using some common sense and some light statistics.Apr 20, 2020Apr 20, 2020
Ágoston TörökinTowards Data ScienceThree challenges of the AI product lifecycleWorking on AI products — Whether it is retail, IoT, or marketing — data scientists face similar challenges. Some of these challenges are…Mar 13, 2020Mar 13, 2020