Abstract: A machine learning based recommendation for a desired strategy is generated for a user. User data pertaining to previous user decisions pertaining to capitalization is received. Data that is similar to the received user data is automatically queried. The similar data may be useful for generating the recommendation for the desired strategy. An objective that constrains the desired strategy for capitalization is received. The similar user data and the objective are automatically analyzed to generate the recommendation for the desired strategy based on machine learning from the similar user data.

Abstract: The present invention embodiments pertain to conducting fantasy sports or other competitions, where users select or draft an entirely new team of professional players each week (or at other suitable time interval). The competition types (including playoffs) include fee based and free. Each fee based competition has a pre-determined entry fee, and prizes are awarded to the winner of that competition each week. The free competitions similarly include weekly prizes and further provide for a grand prize. Within each of the free and fee based types of competitions, users may compete in a “private” competition or a randomly composed “open” competition. Users within the free and fee based competitions may accumulate points that qualify for redemption to obtain prizes. These points are accumulated based upon the statistical performance of the drafted players for each team. The present invention embodiments further provide mechanisms for information sharing and interaction between users.

Abstract: The present invention embodiments pertain to conducting fantasy sports or other competitions, where users select or draft an entirely new team of professional players each week (or at other suitable time interval). The competition types (including playoffs) include fee based and free. Each fee based competition has a pre-determined entry fee, and prizes are awarded to the winner of that competition each week. The free competitions similarly include weekly prizes and further provide for a grand prize. Within each of the free and fee based types of competitions, users may compete in a “private” competition or a randomly composed “open” competition. Users within the free and fee based competitions may accumulate points that qualify for redemption to obtain prizes. These points are accumulated based upon the statistical performance of the drafted players for each team. The present invention embodiments further provide mechanisms for information sharing and interaction between users.

Abstract: The present invention embodiments pertain to conducting fantasy sports or other competitions, where users select or draft an entirely new team of professional players each week (or at other suitable time interval). The competition types (including playoffs) include fee based and free. Each fee based competition has a pre-determined entry fee, and prizes are awarded to the winner of that competition each week. The free competitions similarly include weekly prizes and further provide for a grand prize. Within each of the free and fee based types of competitions, users may compete in a “private” competition or a randomly composed “open” competition. Users within the free and fee based competitions may accumulate points that qualify for redemption to obtain prizes. These points are accumulated based upon the statistical performance of the drafted players for each team. The present invention embodiments further provide mechanisms for information sharing and interaction between users.

Abstract: The present invention embodiments pertain to conducting fantasy sports or other competitions, where users select or draft an entirely new team of professional players each week (or at other suitable time interval). The competition types (including playoffs) include fee based and free. Each fee based competition has a pre-determined entry fee, and prizes are awarded to the winner of that competition each week. The free competitions similarly include weekly prizes and further provide for a grand prize. Within each of the free and fee based types of competitions, users may compete in a “private” competition or a randomly composed “open” competition. Users within the free and fee based competitions may accumulate points that qualify for redemption to obtain prizes. These points are accumulated based upon the statistical performance of the drafted players for each team. The present invention embodiments further provide mechanisms for information sharing and interaction between users.