Kane, 19, made his Premier League debut at the start of last season before loan spells with Norwich City and Leicester City.
"Gareth's a world class player and you can only learn from players like that in the way they train and the way they play," Sky Sports News quotes him as saying.
"You can only get better training with players like that - he's one hell of a player.
"Whenever you watch his game, his movement and his confidence is extremely high. I'll try to learn from that."
Kane is currently with the England squad at the Under-20 World Cup in Turkey.