Students in this course will develop a comprehensive understanding of business analysis and AI fundamentals, covering topics such as business requirementanalysis, data collection, and machine learning. Through hands-on exercises,students will gain proficiency in Python programming, from basic syntax toadvanced techniques essential for business data and AI projects. Additionally,students will acquire data analysis skills using tools like Pandas and NumPy fordata cleaning, analysis, and visualization, aiding in informed business decision-making. They will also learn web data extraction techniques, including HTML,CSS, and Beautiful Soup. With an introduction to machine learning tools such asScikit-Learn, participants will be equipped to comprehend, implement, andevaluate machine learning models. Lastly, ethical considerations in AI projects andrisk management approaches in business analysis and AI will be explored to ensureresponsible and effective application of these technologies.