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Lecture materials and notes are posted here.

1. Introduction to the course:
   

2. Introduction to Derivatives
   
   Additional of References

   1. Chapter 1, Physical Chemistry, Ira N. Levine.

   2. Chapter 1, Mathematics for Physical Chemistry, Donald A. McQuarrie.

3. Introduction to Integrals
   
   Additional of References

   1. Chapter 1, Physical Chemistry, Ira N. Levine.

   2. Chapter 1, Mathematics for Physical Chemistry, Donald A. McQuarrie.

4. Introduction to Thermodynamics
   
   Additional of References

   1. Chapters 1 and 2, Physical Chemistry, Ira N. Levine.

5. Introduction to Linear Algebra
   
   Additional of References

   1. Chapter 13, Mathematics for Physical Chemistry, Donald A. McQuarrie.

   2. Chapter 1, Linear Algebra with applications, Gareth Williams.

6. Introduction to Linear Regression
   Notes
   1. Linear Models:
   2. Least Square:
   3. Polynomial Regression:

   Additional of References
   

   1. Chapter 1 and 6, Linear Algebra with applications, Gareth Williams.

   2. Additional notes link

7. NonLinear Equations:
   

   • Notes will be available this time through

8. Eigenvalue Decomposition
   Additional of References

   1. Chapters 18 and 19, Mathematics for Physical Chemistry, Donald A. McQuarrie.

   2. MIT notes

   3. LibreText Mathematics

   4. University of Bristol

   • Parts of the notes will be available this time through

9. Chemical Kinetics
   
   Additional of References

   1. Chapter 17, Physical Chemistry, Ira N. Levine.