Data scientists require a diverse skill set to be effective in their roles. Key skills include:
Programming Languages: Proficiency in languages like Python, R, and SQL. Machine Learning: Knowledge of algorithms and techniques to build predictive models. Data Visualization: Ability to create visual representations of data using tools like Tableau and Power BI. Statistical Analysis: Strong understanding of statistical methods and concepts. Communication Skills: Ability to explain complex findings to non-technical stakeholders.