The busiest time for crowds is during the summer. If you're planning on visiting some of Tahoe's most popular sites like Emerald Bay on a weekend between June and August, you'll need to arrive very early in the morning to get a parking spot. Expect all hotels, restaurants, and beaches to be packed.