Set the oven for 350℉ and prepare an 8x4 loaf pan and set aside- I do this by placing a piece of parchment paper inside it with the edges hanging over the sides so I can use it as a sling later. I don't find the need to grease the pan.
In a small bowl, combine the flour, baking soda and baking powder, whisk until well combined and set aside.
Melt the butter - this can be done on the stove top or in the microwave.
In a large bowl add the mashed banana, both sugars and the melted butter and mix by hand with a whisk or with a hand mixer on medium low speed until well combined.
Add the room temperature milk and yogurt along with the butter extract and the maple extract to the banana mixture and mix until well combined.
Add the flour mixture to the banana mixture, mix on low speed until almost combined, add 1 cup of the chopped pecans (remember to reserve 1/4 cup of the pecans to sprinkle on top before baking) and fold in just until combined - making sure not to overmix.
Pour batter into your prepared loaf pan, scatter the remaining chopped pecans on top and bake for 65 minutes or until a toothpick comes out clean when inserted.
Let the loaf remain in the pan for about 10 minutes after coming out of the oven, then transfer to a cooling rack and leave until completely cooled. Store in an airtight container up to 5 days.