Probability and statistics can be very easy or extremely frustrating depending on how you are taught. I can be the bane of any college algebra student if your class tacks a few weeks of it onto the end of class because it looks like nothing else that was studied the entire semester, and if you have a teacher that is not great at explaining it, it can seem like complete nonsense. It was certainly the hardest part of my college algebra class, and really the only material I never could grasp, so much so that I answered one of the bonus questions on my final "I don't care".
Jason however does a great job breaking the problems down and making sense out of them. Far better than any of the books do, and better than my teacher did. As is his style, he goes through a ton of examples, breaks down what each question is asking for, and how to interpret them so you can easily spot the difference between a permutation and combination, and when using a particular solution method is needed versus another one. Given that the math in many of the problems is extremely easy, at least at the level of the kind of problems encountered in this set (he has since released several more volumes under the title The Statistics Tutor) which tackle more complex problems than this set has, even in the more advanced problems knowing the kind of question it is and the process used to work through it is 95% of the complexity.
I have not taken a regular statistics class so I am not sure how much of that material this covers. I do know it will show you how to do most, if not all, of the problem types you would see in a college algebra class that tacks probability onto the very end of the semester. I will be taking an engineering data analysis class (which is basically just applied statistics) this fall, with a teacher that does not have a great reputation, so I am using this and Jason's other statistics sets to get the basics of the material down. I do however have enough experience with Jason's other DVD sets to know he never covers every topic that a class will expose you to, but goes through the big topics you are most likely to see on exams and quizzes. So while it is not a substitute for going to class, it will give you a good handle on the material and I highly recommend it.
I have used many of Jason's DVD sets. I have been going back to school for an electrical engineering degree. I have used, and reviewed almost all of Jason's courses, from basic algebra, to the advanced engineering material. You have to know whether a DVD will fit your learning style. He basically gives example heavy lectures. He rarely works through any kind of proof material, just focusing on problems, but at the end of the day, it is still him standing in front of a whiteboard doing problems. So if you are a visual and audio learner, it is great. He works through everything step by step and explains everything he is doing for every problem. He rarely ever skips steps and when he does it is only because it is the same thing he has shown in multiple problems up to that point and makes a point to at least tell you what steps he is skipping so you are not lost, unlike a lot of times when books skip them.