Starting Strength: Basic Barbell Training, 2nd Edition
If you want to understand what's what in fat loss, Alwyn Cosgrove's "Hierarchy of Fat Loss": http://alwyncosgrove.com/2010/01/hierarchy-of-fat-loss/
TL;DR: fat loss is about diet. Yes, diet. Strength training builds/retains muscle, so do it. HIIT cardio helps some, steady state cardio a bit as well. But really, it's mostly diet.
If you want to understand more about this, you could look into starvation literature. On a reduced-calorie-only approach, about 25% of your weight loss comes not from fat but muscle. Which is among the key reasons diet-only approaches fail. Among exercises, it's strength training which builds muscle, not cardio, which is why a running-only exercise approach won't get you ripped either.
This is also a major reason why I find the emphasis on "weight" loss in both mainstream and medical literature immensely frustrating. What really matters is the relationship between two tissue types, subcutaneous fat and skeletal muscle. They're gained and lost through very different mechanisms, and play very different roles in body function. Confounding both as "weight" is an immense disservice.
For a plan putting this together, there's The New Rules of Lifting, or for the gals, The New Rules of Lifting for Women. Exercise plan, diet, lifting, cardio, a ton of info on what goes into fitness. http://www.amazon.com/New-Rules-Lifting-Maximum-Muscle/dp/15... and http://www.amazon.com/New-Rules-Lifting-Women-Goddess/dp/158...
If you want a simpler, and IMO more effective beginner's program, Mark Rippetoe's Starting Strength: http://www.amazon.com/Starting-Strength-2nd-Mark-Rippetoe/dp...
That's based on a classic 5x5 lifting program. It's simple. It's effective. After the first few weeks, it's pretty brutal. But for a novice trainee there's hardly anything more effective.
Strong Lifts follows the same philosophy as SS, but has modified the workout some. The stronglifts site does cover nutrition (calorie/protein intake) to some extent, which SS does not.
I would do some research on your own first before starting a routine. There is a lot of controversy as well as misinformation about the topic.
The program to which you refer (http://stronglifts.com/stronglifts-5x5-beginner-strength-tra...) seems to be a slightly different spin on Mark Ripptoe's legendary Starting Strength program (http://startingstrength.wikia.com/wiki/The_Starting_Strength...).
If you are serious about improving your strength and health in general, buy Mark's book (http://www.amazon.com/Starting-Strength-2nd-Mark-Rippetoe/dp...). It is probably the best $30 investment I have ever made.
NB: I am in no way affiliated with Mark Rippetoe. I simply have incredible respect for the man.