Problem with query

Hello. I'm just starting with MySQL. I think I know quite a lot comparing to my practice. However I have a trouble with one query. 

I have two tables in database. Let's say that one of those is table of products.

|ID|Product |
|1 |Product1|
|2 |Product2|
|3 |Product3|

The second one is table with different prices of this products.
|ID|ProductID|Price|
|1 |1        |20   |
|2 |1        |30   |
|3 |1        |35   |
|4 |1        |50   |
|5 |2        |10   |
|6 |2        |60   |
|7 |2        |5    |
|8 |3        |2    |
|..|..       |..   |

The problem is I don't know how to match each product to its lowest price and the second lowest price.
For example, the result of query should look like this:

|Product |Lowest price|Second lowest price|
|Product1|20          |30                 |
|Product2|5           |10                 |
|...     |...         |...                |

I will appreciate any help from you.