Different data types in Python include lists, tuples, booleans, strings, and more. Key operations involve slicing and indexing for mutable or immutable sequences. Iteration can be performed using loops to print elements of a collection while membership checks determine if an item exists within it. Additionally, functions like min(), max(), sum(), and len() are used to analyze collections by finding their minimum value, maximum value, total sum of elements, and length respectively.