Data technologies and AI technologies have developed further and become more widespread. This infographic aims to provide a high-level overview of the many data and machine learning tools presently on the market. There has never been a period in which machine learning and data science have been more popular than they are right now. The profession's evolution is paralleled by the development of the whole range of instruments that are now at the disposal of working professionals. The emergence of a wide variety of new tools, businesses, and even entire categories designed to address specific challenges that practitioners and organizations face has been met with great enthusiasm. These challenges can be broken down into various subcategories, each of which can be further. The data science and machine learning tool ecosystem in 2022 is broken into many categories and summarized in the accompanying infographic. Taking a machine learning training can equip developers with essential skil...