I have a *free* textbook called How2statsbook: www.how2statsbook.com. You can download the chapters (1 to 16) as PDF files.
The textbook has approximately 400 YouTube videos that are hosted on my other YouTube channel: How2statsbook:
youtube.com/channel/UClow2dWW7y1uO4kK4SxwsjA
More chapters to come.
How2stats is dedicated to helping people learn about statistics. Some of the videos are more lecture based, while others are relevant to using software for the purposes of conducting statistical analyses.
I try to cover topics in a non-mathematical way, so that nearly anyone can understand. I usually try to go the extra mile, so that people can truly understand what the statistical analysis is doing and how it compares to alternative statistical procedures.
Finally, I also point out some statistical mistakes that people often make, as well as some tips and tricks to help people get the best results.