What is the best way to learn Ai for beginners ??                  

 There are a few ways to induce begun with AI as a apprentice, and the approach you select will depend on your interface and foundation.

 Here are a few suggestions:

1. Learn the nuts and bolts of programming: AI includes a part of programming, so it's critical to have a strong establishment in at least one programming dialect. Python may be a prevalent choice since it encompasses a part of AI-specific libraries and is moderately simple to learn.

2. Take online courses: There are numerous online courses accessible that educate AI concepts and methods. A few prevalent stages for AI courses incorporate Udacity, Coursera, and edX.

3. Examined books and articles: There are numerous great books and articles accessible on AI, extending from initial outlines to more specialized profound jumps. A few prevalent choices incorporate "Fake Insights: A Present day Approach" by Stuart Russell and Peter Norvig, and "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron.

4. Hone with projects: One of the leading ways to memorize AI is to work on ventures. Kaggle could be a stage where you'll be able discover datasets and take part in competitions, whereas GitHub may be a store of open-source ventures where you'll be able discover code to think about and contribute to.

5. Connect communities: Joining online communities can assist you interface with other AI devotees and learn from their encounters. A few prevalent communities incorporate the AI area of Reddit, the AI Gathering on Kaggle, and the AI Stack Exchange.

Note: Remember,AI may be a endless field, and it can take time to become proficient. Do not be debilitated on the off chance that you encounter mishaps or feel overpowered at times. Keep practicing and learning, and you'll make advance over time.