How I Study: A Systematic Approach to Deep Learning with Mind Maps, AI, and Flashcards
How I Study: A Systematic Approach to Deep Learning with Mind Maps, AI, and Flashcards
In today’s fast-paced world, efficient learning isn’t optional; it’s essential. Over the years, I’ve refined my personal study system to help me not only consume information but also internalize and apply it effectively. Whether I’m reading, watching lectures, or listening to podcasts, I rely on a blend of analog techniques and powerful digital tools. In this post, I’ll walk you through my process step by step.
Mind Mapping First: Capturing Ideas as They Happen
I begin every learning session with mind mapping, a method that helps me visually organize concepts as I encounter them. Depending on the situation, I use either:
- Pencil and Paper: For tactile, free-flowing notetaking. As I go, I branch out related ideas, definitions, examples, and questions. Once I’ve finished a session, I return to the mind map to add color coding and hand-drawn illustrations. This visual reinforcement makes the content more memorable and engaging.
- Ayoa App: If I’m on my tablet or computer, I prefer Ayoa, which seamlessly integrates mind mapping and task management. I especially value Ayoa’s AI-powered illustration features, which automatically generate images and icons to enrich my maps. This helps transform abstract ideas into concrete mental anchors.
Transforming Notes with Google Notebook LM
Once my mind map is complete, I move to Google Notebook LM, Google’s AI-enhanced research and note management tool. Here, I:
- Import Notes and Captions: If I’ve watched a video or listened to audio with closed captions, I import the transcript to preserve the context.
- Organize and Summarize: Google Notebook LM helps me consolidate fragmented information into coherent summaries.
- Develop Study Guides: Using its AI features, I generate structured study guides that highlight key terms, provide examples, and include supporting details. These guides form the backbone of my review process.
Building and Refining Flashcards with Brainscape
Next, I convert my study guides into flashcard files that I import into Brainscape, a platform that leverages spaced repetition to drive long-term retention.
- Initial Import: I bring the flashcard content into Brainscape, ensuring that each card follows a clear question-and-answer format.
- AI Refinement: Brainscape’s built-in AI tools help me edit, format, and improve my cards. This step ensures that the language is concise, and the prompts are optimized for effective recall.
- Custom Formatting: I adjust the deck structure to align with my learning priorities, grouping cards by theme or difficulty.
Brainscape applies Hermann Ebbinghaus’ concept of the forgetting curve by using spaced repetition to optimize memory retention. Ebbinghaus demonstrated that information is forgotten rapidly after initial learning unless it is reviewed at strategic intervals. Brainscape’s algorithm schedules flashcard reviews precisely when you are most likely to forget, reinforcing neural connections just in time to strengthen recall. This evidence-based approach ensures that each concept is reviewed frequently enough to stay fresh while minimizing redundant study time, resulting in faster and more durable learning.
Leveraging ChatGPT’s Universal Primer
To deepen my understanding and track my progress, I use ChatGPT’s Universal Primer, which allows me to:
- Assess My Existing Knowledge: Before diving into new material, I prompt the Universal Primer to quiz me on what I already know.
- Generate Custom Quizzes: After studying, I create quizzes to test comprehension and uncover any gaps.
- Iterate and Improve: Based on quiz results, I refine my study guides and flashcards, creating a feedback loop that reinforces learning.
Bringing It All Together
By integrating mind mapping, AI-driven note management, custom flashcards, and adaptive assessments, I’ve built a study system that is:
✅ Visual and engaging
✅ Systematic and repeatable
✅ Adaptive to any subject
To keep my study materials organized and easily accessible, I store all my notes, mind maps, and reference documents in Notion. Notion serves as a centralized digital workspace where I can create structured databases for each topic, embed images of my handwritten mind maps, and link to study guides and flashcard decks. I also use Notion to track my learning progress with checklists and timelines, ensuring I stay on schedule with my goals. This unified system allows me to seamlessly connect resources, manage versions of my materials, and retrieve information quickly whenever I need to review or update my content.
This approach empowers me to move beyond passive reading and truly master the material. Whether you’re preparing for professional certifications, learning a new language, or exploring a complex topic, this workflow can help you learn more effectively—and enjoy the process.
MoSCoW Prioritization
MoSCoW prioritization classifies project requirements into four categories: Must-Have (essential for project success), Should-Have (important but not critical), Could-Have (desirable but optional), and Won’t-Have (excluded from the current scope). This method ensures teams focus on delivering the most critical elements while managing scope and resources effectively. Stakeholders collaborate to define priorities, enabling transparent decision-making and alignment with strategic goals. MoSCoW enhances communication, prevents over-commitment, and supports iterative delivery by emphasizing high-value features, making it a powerful tool for managing project expectations and achieving business objectives.
Check out this course on LinkedIn Learning for more about MoSCoW prioritization: Applying Agile MoSCoW Prioritization
Scrum Certifications: A Guide to Navigating Your Path
The landscape of Scrum certifications presents many opportunities for professionals aspiring to excel in Agile methodologies. Various organizations offer credentials that validate an individual’s understanding and capabilities in implementing Scrum practices. Among the prominent entities in this domain, Scrum Alliance and Scrum.org stand out due to their extensive range of certification programs tailored to different roles within the Scrum framework.
Scrum Alliance: A Gateway to Understanding and Practice
Scrum Alliance, known for its dedication to promoting Agile and Scrum practices, offers several certifications, including Certified ScrumMaster (CSM) and Certified Scrum Product Owner (CSPO). Candidates find these programs appealing for their emphasis on practical knowledge and the opportunity to interact with experienced practitioners. The CSM certification is a testament to the holder’s grasp of Scrum principles and their ability to facilitate team dynamics and project success. Achieving certification requires participation in a Scrum Alliance course, culminating in completing the associated exam.
Notably, the CSPO candidates must attend a Scrum Alliance-endorsed course focusing on the role of the Product Owner and their contribution to maximizing product value. The absence of a certification exam for CSPO underscores Scrum Alliance’s commitment to experiential learning and practical application over theoretical assessments. Candidates only attend training to obtain the CSPO certification.
Scrum.org: Rigor and Accessibility in Certification
Scrum.org provides an alternative avenue for Scrum certification, offering the Professional Scrum Master I (PSM I) and Professional Scrum Product Owner I (PSPO I) in its portfolio. Scrum.org certifications attract individuals seeking validation of their Scrum knowledge through rigorous examination. Scrum.org distinguishes itself with its no prerequisite approach for examination candidates, enabling a broader audience to pursue certification. The PSM I and PSPO I exams, known for their challenging nature, assess candidates’ understanding of Scrum principles and their ability to apply them in real-world scenarios. Candidates take the tests at home without supervision by a proctor.
Strategic Considerations for Certification Pursuits
Individuals embarking on acquiring Scrum certifications must navigate the landscape with strategic foresight. The decision between Scrum Alliance and Scrum.org certifications hinges on several factors, including the desired balance between practical training and theoretical knowledge and cost considerations. The Scrum Alliance offers a combined CSPO and CSM course—potentially saving time and financial investment. Since the certifications share core material, the Scrum Guide, taking the combined CSM/CSPO course from the Scrum Alliance and then taking the PSM I and PSPO I exams in the same week offers a quick and inexpensive route to earning all four basic Scrum certifications from the two major organizations. I took the Scrum Alliance courses from Jimi Fosdick of Fearless Agility. Mr. Fosdick’s presentation, while unconventional, provides an interesting and interactive introduction to Scrum in a memorable and practical course. [Full disclosure: I have no relationship with Fearless Agility other than as a former student.]
Conclusion
Pursuing Scrum certifications offers professionals a structured pathway to mastering Agile practices and enhancing their contributions to project teams. Whether through Scrum Alliance’s emphasis on practical learning and experience or Scrum.org’s focus on comprehensive understanding through assessment, candidates have diverse avenues to affirm expertise in Scrum. A strategic approach, informed by a thorough investigation of available options and personal or professional goals, ensures the selection of a certification path that aligns with individual aspirations and industry requirements. Ultimately, the journey to Scrum certification enriches one’s professional capabilities and significantly contributes to Agile methodologies’ broader adoption and success in project management.
NBCT Candidacy 2023-2024: The Road Ahead
A Rise 360 microlearning lesson for NBCT Candidates in Troy University’s mentoring program.
NBCT Candidate Portfolio COVID Exceptions Expired
The National Board for Professional Teaching Standards (NBPTS) made some reasonable exceptions during the COVID-19 pandemic. However, NBCT candidates in 2023 should understand that the exceptions ended last year. For further information see the article linked below.
NBPTS Requirements for Exceptions and Portfolio Submission during COVID-19 – NBPTS
NBCT Component 2 Presentation 2023
My presentation for Troy University’s NBCT mentoring program, given on January 21, 2023. The National Board-Certified Teacher (NBCT) Portfolio Component 2 provides the candidate with the opportunity to showcase differentiation of instruction to reach diverse learners.
Resources
NBCT MOC 2022 Presentation
A presentation on Maintenance of Certification for National Board-Certified Teachers in the United States of America.
SWOT Analysis of the Schoology LMS
Pacing Guide Presentation
See below for a link to my presentation on pacing the teaching of the Alabama Social Studies Standards.
https://docs.google.com/presentation/d/1YNU8HaPhQhrDYdiiKGdgvUqh9WO8pFGYSdvjnZMuG8Q/edit?usp=sharing
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