What is the purpose of different needle felting needles?
Here is a Felting Needle Chart, via Paradise Fibers, which describes each needle type, gauge, blade style, fiber type, and uses:



Additionally, here is a very helpful YouTube reviewing the types of Felting Needles, demonstrating their various uses, and mentioning safety when Felting.