"Talk To The Hand" is a web app created to address the challenge of learning American Sign Language (ASL) in an accessible and engaging way. The idea originated from the limitations of current solutions for the deaf and hard-of-hearing community, such as cochlear implants. While cochlear implants can be a valuable tool, they are costly, and their effectiveness is not guaranteed, leaving many people with fewer options for communication. ASL, on the other hand, is a free and permanent solution that anyone can learn, offering a more inclusive form of communication for the deaf community. We developed the app using modern web technologies such as HTML, CSS, JavaScript, and Flask for the backend. The app’s main features include interactive lessons where users can practice gestures, receive real-time feedback, and engage in fun games. The app offers multiple features to facilitate learning: Learning Mode: In Learn Mode, the screen displays a sign along with the corresponding letter or number. Users perform the sign while the camera analyzes their hand. The app is designed to only allow users to progress if the sign is correct, ensuring accurate learning before moving forward. Sign It Right: A fun and interactive game where the app presents a letter or number, and the user performs the corresponding sign. The camera then analyzes the user's hand and provides feedback on whether it is correct or not. The goal is to provide the correct sign within 10 seconds, or it will be counted as wrong. After about 10 rounds, the final score will be displayed, along with an option to play again or move back to the main page. Guess the Sign: In this game, a sign is displayed on the screen, and the user has to guess which letter or number it represents. Similar to the Sign It Right game, users need to provide the correct letter or number. This feature helps reinforce learning and improves recognition. Our app integrates machine learning models to provide real-time feedback on user input, helping learners refine their signs. The user interface is designed to be intuitive and user-friendly, ensuring a seamless learning experience for beginners and advanced learners alike. Through "Talk To The Hand," we aim to create a more inclusive world where ASL learners can practice and grow their skills at their own pace, fostering better communication and understanding between the deaf and hearing communities.