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Machine learning and generative artificial intelligence (AI) are two prominent fields driving the digital transformation of businesses. Machine learning is revolutionizing business decision-making by analysing vast amounts of data and extracting valuable insights, while generative AI unlocks innovation and creativity by generating new ideas, designs, and content. This article explores the rise of machine learning, the potential of generative AI, and their applications, benefits, challenges, and ethical considerations in business.