This could obviously take a while to work through, but I absolutely loved Blitzstein’s Statistics 110 lectures from Harvard: https://www.youtube.com/watch?v=KbB0FjPg0mw&list=PL2SOU6wwxB0uwwH80KTQ6ht66KWxbzTIo
MIT’s intro probability course is also very nice, if a bit dryer than the Blitzstein videos: https://www.youtube.com/watch?v=1uW3qMFA9Ho&list=PLUl4u3cNGP60hI9ATjSFgLZpbNJ7myAg6