Introductory Statistics (OpenStax)
This book is slightly more advanced than the high school edition but the layout is very similar.
Following sections of this textbook may be helpful in your course:
Chapter 2: Descriptive Statistics
Chapter 3: Probability Topics
Chapter 4: Discrete Random Variables
Chapter 6: Normal Distribution