Create a comprehensive, reliable, and scientifically robust textbook collection on becoming an autodidactic polymath, organized by skill level. Ensure to be detailed and thorough.

Creating a comprehensive textbook collection for becoming an autodidactic polymath is a great undertaking. The collection should guide learners from foundational skills to advanced knowledge across various disciplines. Below is a structured outline of the collection, organized by skill level, with recommended titles and topics.

### **Beginner Level**
At this stage, the focus is on foundational skills and mindset.

#### 1. **Mindset and Learning Strategies**
   - **Title:** *Mindset: The New Psychology of Success* by Carol S. Dweck
     - **Topics:** Growth mindset, resilience, overcoming challenges.
   - **Title:** *How We Learn: The Surprising Truth About When, Where, and Why It Happens* by Benedict Carey
     - **Topics:** Learning processes, memory techniques, studying habits.
   - **Title:** *The Art of Learning: An Inner Journey to Optimal Performance* by Josh Waitzkin
     - **Topics:** Learning through practice, mastery, and skill acquisition.

#### 2. **Time Management and Productivity**
   - **Title:** *Deep Work: Rules for Focused Success in a Distracted World* by Cal Newport
     - **Topics:** Focus, distraction management, creating a conducive learning environment.
   - **Title:** *The 7 Habits of Highly Effective People* by Stephen R. Covey
     - **Topics:** Time management, prioritization, goal setting.

#### 3. **Basic Research Skills**
   - **Title:** *The Craft of Research* by Wayne C. Booth, Gregory G. Colomb, and Joseph M. Williams
     - **Topics:** Research methods, thesis development, synthesizing information.
   - **Title:** *How to Read a Book: The Classic Guide to Intelligent Reading* by Mortimer J. Adler and Charles Van Doren
     - **Topics:** Active reading techniques, understanding different genres.

### **Intermediate Level**
This level emphasizes acquiring broad knowledge bases and practical application.

#### 4. **Critical Thinking and Problem-Solving**
   - **Title:** *Critical Thinking: A Beginner's Guide* by Sharon M. Kaye
     - **Topics:** Logical reasoning, argument analysis, cognitive biases.
   - **Title:** *The Art of Thinking Clearly* by Rolf Dobelli
     - **Topics:** Mental models, decision-making, behavioral psychology.

#### 5. **Personal Finance and Economics**
   - **Title:** *Rich Dad Poor Dad* by Robert Kiyosaki
     - **Topics:** Financial literacy, investment basics, wealth building.
   - **Title:** *Freakonomics: A Rogue Economist Explores the Hidden Side of Everything* by Steven D. Levitt and Stephen J. Dubner
     - **Topics:** Economic principles, data analysis, real-world applications.

#### 6. **Basic Science and Technology**
   - **Title:** *The Science Book: Big Ideas Simply Explained* by DK
     - **Topics:** Overview of scientific disciplines, key theories and concepts.
   - **Title:** *Code: The Hidden Language of Computer Hardware and Software* by Charles Petzold
     - **Topics:** Basics of computer science, programming concepts.

### **Advanced Level**
At this level, learners delve deeper into specialized fields and advanced interdisciplinary studies.

#### 7. **Philosophy and Ethics**
   - **Title:** *Sophie's World: A Novel About the History of Philosophy* by Jostein Gaarder
     - **Topics:** History of philosophical thought, key philosophers, and ideas.
   - **Title:** *The Nicomachean Ethics* by Aristotle (translated by Terence Irwin)
     - **Topics:** Ethical theories, virtue ethics, moral philosophy.

#### 8. **Advanced Science and Technology**
   - **Title:** *A Brief History of Time* by Stephen Hawking
     - **Topics:** Cosmology, physics, and the nature of the universe.
   - **Title:** *The Structure of Scientific Revolutions* by Thomas S. Kuhn
     - **Topics:** Paradigm shifts in science, the nature of scientific progress.

#### 9. **Interdisciplinary Studies**
   - **Title:** *Range: Why Generalists Triumph in a Specialized World* by David Epstein
     - **Topics:** Importance of multidisciplinary learning, adaptability, and innovation.
   - **Title:** *The Polymath: Mastering the New Intersection Between Knowledge and Creativity* by Waqas Ahmed
     - **Topics:** Characteristics of polymaths, creative problem-solving across disciplines.

### **Supplementary Resources**
1. **Online Platforms**:
   - **Coursera, edX, Khan Academy** - Various courses across disciplines.
   - **YouTube Channels** - TED-Ed, CrashCourse for concise educational content.

2. **Podcasts**:
   - **The Tim Ferriss Show** - Interviews with experts in various fields.
   - **Freakonomics Radio** - Insights into economics and behavioral science.

3. **Networking**:
   - Engage in forums (such as Reddit’s r/learnprogramming, r/philosophy) and communities to exchange knowledge and collaborate.

### **Final Considerations**
As an autodidactic polymath, it is critical to cultivate curiosity, dedication, and discipline. The journey requires continuous learning, self-assessment, and the ability to link knowledge across different domains. By moving through the skill levels outlined in this collection, learners can develop into well-rounded individuals equipped with a diverse array of skills and knowledge.