I agree with this.
Make this deck, and then only go for the face.
Flare
Tracking x2
Leper Gnome x2
Undertaker x2
Webspinner x2
Explosive Trap
Freezing Trap x2
Haunted Creeper x2
Ironbeak Owl x2
Loot Hoarder x2
Mad Scientist x2
Eaglehorn Bow x2
Animal Companion
Kill Command x2
Unleash The Hounds
Arcane Golem
Wolfrider x2
Houndmaster
I'm not saying you have to like it, just try it. This is about the 'fastest' deck I've ever played. That is a nebulous term but is still a real one.
Mulligan for Undertaker, Leper Gnome, Mad Scientist, and Webspinner in that order. Loot Hoarder and Haunted Creeper take next priority. An Eaglehorn Bow isn't terrible either.
Just go for the face. It's an easy deck to learn, not so easy to master. Go for the face for at least 10 games. Then once you think you have a feel for it, you can try a few board control moves, but for the most part this deck should go for the face almost every time.
This deck should teach you what is possible from a 'cheap and fast' perspective. And it is quite competitive. This deck can teach you a fundamental lesson about Hearthstone. Once it is learned you are free to move on, butuntilit is learned, you still have much to learn! It is cheap and easy and fun and winning. Give it a try, even if it isn't your bag baby, yeah! (Austin Powers voice)