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Lesson 4: Resources

To strengthen your skills further, continue practicing real-world data analysis projects using sales, finance, or operations datasets. Focus on improving data cleaning, aggregation, visualization, and interpretation skills, as these are essential for roles in data analysis and business analytics.

To get hands-on experience with data science, machine learning algorithms, and end-to-end project building, you can explore HCL GUVI’s IIT-M Pravartak Certified Data Science Course. This course focuses on practical learning, where you work with real datasets, apply machine learning techniques, and understand how models are used in industry scenarios.