The Complete Data Analyst Roadmap

To become a data analyst, one must master essential skills including mathematics, statistics, Excel, SQL, Python, Git, data collection, visualization, and optionally machine learning and big data tools. Dedicating three to five hours daily can help acquire these skills in eight to sixteen months, preparing for an entry-level position.