To earn casino points quickly, focus on maximizing your playtime and choosing games with higher point rewards. Slot machines often offer the fastest accumulation, especially those with loyalty programs. Additionally, take advantage of promotions, bonuses, and special events that provide extra points for specific games or timeframes. Joining a casino's loyalty program can also yield faster rewards through tiered benefits. Lastly, consider playing during off-peak hours when point multipliers may be in effect, ensuring you get the most out of your gaming experience.