This notebook explores the Iris- dataset using different Visualization Techniques and Unsupervised Learning. The dataset contains Sepal and Petal measurements of 3 species of flowers. The dataset is visualized using various plots such as Box plot, Violin plot and Scatter plot. The notebook uses the KMeand Clustering technique to separate the different species of flowers.