The core skills needed for a data science course include:
Mathematics and Statistics – Understanding probability, linear algebra, and calculus for machine learning algorithms.
Programming – Proficiency in Python, R, and SQL for data manipulation and analysis.
Data Wrangling – Cleaning and preparing raw data for analysis.
Machine Learning – Knowledge of key algorithms and models.
Data Visualization – Using tools like Tableau and Matplotlib to present insights.
Big Data Technologies – Exposure to Hadoop, Spark, and cloud platforms.
Analytical Thinking – Problem-solving and critical analysis.
Communication Skills – Effectively presenting findings to stakeholders.