Based on the reading of your case study, Answer the following questions: 1. With the help of data visualization, provide key insights using exploratory data analysis. 2. What kind of analytics and machine learning algorithms can be used by Champo Carpets to solve their problems, and in general, for value creation? 3. Discuss the data strategy for building customer segmentation using clustering. What are the benefits Champo Carpets can expect from clustering? 4. Discuss clustering algorithms that can be used for segmenting Champo Carpets' customers. 5. Build collaborative filtering techniques for recommender systems. 6. What will be your final recommendations to Champo Carpets