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Learn comprehensive data analysis skills through an extensive training course covering fundamental concepts to advanced applications across multiple domains. Master data analysis basics, indicator systems, Excel operations, MySQL database management, Python programming, web scraping, statistical analysis, and machine learning. Develop practical skills through hands-on exercises in business intelligence, including SWOT analysis, marketing theories, user behavior analysis, and data visualization techniques. Apply learned concepts to real-world scenarios in retail, e-commerce, and restaurant industry analysis while building expertise in tools like Excel, MySQL, Python libraries (NumPy, Pandas, Matplotlib), and machine learning frameworks. Gain proficiency in creating data reports, user portraits, and implementing growth models while preparing for career advancement with interview preparation and resume writing guidance.
