Reading AI books full of mathematical formulas may require some preliminary knowledge and skills. Here are some suggestions:
1. Consolidate the foundation of mathematics: Familiarity with basic mathematical knowledge such as linear algebra, probability theory and calculus is the basis for understanding mathematical formulas in the field of artificial intelligence. If you have a weak foundation in mathematics, you can strengthen it by studying relevant textbooks or taking online courses.
2. Find the right textbook: It is important to choose the textbook that suits your level and interests. Some books may focus more on theoretical derivation and proof, while others focus more on practical applications and case studies. Choose the right teaching material for your needs.
3. Step-by-step reading: Don't try to read the entire book in one sitting, especially for books with a lot of mathematical formulas. You can read chapter by chapter to understand the meaning of each concept and formula step by step. If you encounter something difficult to understand, you can reread it many times or refer to the relevant materials.
4. Master mathematical symbols and representations: Familiarity with common mathematical symbols and representation methods is the key to reading mathematical formulas. Consult relevant math manuals or online resources to accumulate and understand the meaning of these symbols.
5. Take notes and practice: In the process of reading, you can take notes to record important formulas and concepts, and at the same time practice in combination with practical problems. Through practical operation and experiments, you can better understand and apply the mathematical formulas in the book.
6. Ask for help and discuss: If you encounter difficulties or have questions, you can seek the help of experts or peers in related fields. Participate in academic discussions, participate in open source communities, or join relevant study groups to share experiences and exchange learning with others.
Keep in mind that the process of reading mathematical formulas can be challenging, but it is also very rewarding and fun. Adhere to learning and practice, and gradually improve the understanding and application ability of the field of artificial intelligence.