Create a comprehensive collection of S.T.E.M. textbooks, categorized into novice, intermediate, and advanced levels for optimal performance.

Creating a comprehensive collection of STEM (Science, Technology, Engineering, Math) textbooks categorized into novice, intermediate, and advanced levels can be quite helpful for learners at all stages. Below is a selection of respected textbooks across various STEM disciplines:

### Novice Level

#### Science
1. **Biology**
   - "Biology: The Essentials" by Marielle Hoefnagels
2. **Chemistry**
   - "Chemistry: Concepts and Applications" by Glencoe/McGraw-Hill
3. **Physics**
   - "Conceptual Physics" by Paul G. Hewitt
4. **Earth Science**
   - "Earth Science" by Tarbuck, Lutgens & Tasa

#### Technology
1. **Introduction to Computer Science**
   - "Python Crash Course" by Eric Matthes
2. **Basic Information Technology**
   - "Computers Are Your Future" by Charles S. Parker

#### Engineering
1. **Introduction to Engineering**
   - "Engineering Fundamentals: An Introduction to Engineering" by Saeed Moaveni

#### Mathematics
1. **Basic Mathematics**
   - "Basic Mathematics" by Serge Lang
2. **Pre-Algebra**
   - "Prealgebra" by Richard Rusczyk

### Intermediate Level

#### Science
1. **Biology**
   - "Biology" by Campbell and Reece
2. **Chemistry**
   - "Chemistry" by William Zumdahl and Susan Zumdahl
3. **Physics**
   - "Physics" by Douglas C. Giancoli
4. **Earth Science**
   - "Essentials of Geochemistry" by Donald R. Carr

#### Technology
1. **Data Structures & Algorithms**
   - "Data Structures and Algorithms Made Easy" by Narasimha Karumanchi
2. **Web Development**
   - "Eloquent JavaScript" by Marijn Haverbeke

#### Engineering
1. **Statics**
   - "Engineering Mechanics: Statics" by J.L. Meriam and L.G. Kraige
2. **Thermodynamics**
   - "Thermodynamics: An Engineering Approach" by Yunus Çengel and Michael Boles

#### Mathematics
1. **Calculus**
   - "Calculus" by James Stewart
2. **Linear Algebra**
   - "Linear Algebra and Its Applications" by David C. Lay

### Advanced Level

#### Science
1. **Biology**
   - "Molecular Biology of the Cell" by Alberts et al.
2. **Chemistry**
   - "Physical Chemistry" by Peter Atkins and Julio de Paula
3. **Physics**
   - "Fundamentals of Physics" by David Halliday, Robert Resnick, and Jearl Walker
4. **Earth Science**
   - "Principles of Geochemistry" by H. Ken Cordell

#### Technology
1. **Machine Learning**
   - "Pattern Recognition and Machine Learning" by Christopher Bishop
2. **Algorithms**
   - "Introduction to Algorithms" by Thomas H. Cormen et al.

#### Engineering
1. **Fluid Mechanics**
   - "Fluid Mechanics" by Frank M. White
2. **Control Systems**
   - "Modern Control Engineering" by Ogata

#### Mathematics
1. **Real Analysis**
   - "Principles of Mathematical Analysis" by Walter Rudin
2. **Abstract Algebra**
   - "Abstract Algebra" by David S. Dummit and Richard M. Foote

### Conclusion

This selection provides a pathway for learners from novice levels to more advanced studies in STEM disciplines. Depending on individual interests and career goals, students can progress through these categories, building a solid foundation in each field while challenging themselves with more complex concepts and theories.