The Humanization of Vocational Education: A Comprehensive Research Report on the Viability of Beauty School and the Louisville Beauty Academy Model – Research & Podcast Series (2026) — LBA Public Library

ditranllc Beauty Industry, PODCAST, Press Release, RESEARCH

The Humanization of Vocational Education:
A Comprehensive Research Report on the Viability of Beauty School and the Louisville Beauty Academy Model

Published as part of the Louisville Beauty Academy (LBA) Public Library of Research,
powered by Di Tran University — College of Humanization, Research Team.

This report anchors LBA’s 2026 Research & Podcast Series, documenting a human-centered, compliance-first, debt-free model for vocational education. It is released in full as part of LBA’s commitment to open knowledge, regulatory literacy, student protection, and industry elevation.

The accompanying 2026 podcast and video series translate this research into accessible public education for:

  • prospective students and families
  • licensed professionals and salon owners
  • regulators, policymakers, and workforce leaders
  • the broader beauty and human-services industry

This publication is maintained as a public record and living research reference, reflecting LBA’s role not only as a licensed school, but as an institutional contributor to the future of vocational education.

Executive Abstract

The decision to pursue a career in the beauty industry—encompassing cosmetology, esthetics, nail technology, and instruction—is often framed through a narrow vocational lens. Prospective students typically ask, “How quickly can I get licensed?” and “How much will it cost?” However, the contemporary landscape of professional beauty services, particularly as we approach the regulatory and economic shifts of 2026, demands a far more rigorous inquiry. The question “Is beauty school for you?” is fundamentally a question of psychology, economics, and legal compliance. It requires an examination of one’s readiness to enter a regulated workforce, an assessment of financial risk versus return, and a commitment to lifelong human service.

This research report provides an exhaustive analysis of these dynamics, using Louisville Beauty Academy (LBA) as a primary case study. LBA represents a distinct departure from the traditional “beauty college” model, positioning itself instead as an institution of higher learning under the umbrella of Di Tran University and the College of Humanization. Through a unique “Gold Standard” operational framework, LBA has redefined vocational training by integrating advanced Artificial Intelligence (AI), enforcing a strict “Zero Disruption Policy” to ensure psychological safety, and rejecting the Title IV federal loan system in favor of a debt-free, transparency-driven financial model.

By functioning as a “Public Library” of compliance research and publishing over 150 textbooks and guides, LBA elevates the beauty industry from a trade to a profession rooted in law, safety, and human dignity. This report explores how LBA’s methodology protects students from predatory debt and regulatory ignorance while empowering them with the “Yes I Can” mindset necessary for long-term entrepreneurial success.

1. The Existential Inquiry: Is Beauty School for You?

1.1 The Psychology of the Vocational Pivot

The initial contemplation of beauty school is rarely a linear decision; it is often a psychological pivot point in an adult’s life. Research into student demographics at institutions like Louisville Beauty Academy reveals a pattern of transformation. The cohort is not limited to recent high school graduates but heavily features “career changers,” single parents, immigrants, and individuals seeking liberation from stagnant wage-labor roles.1 For these individuals, the question “Is beauty school for you?” is laden with self-doubt, societal stigma regarding “trade schools,” and the fear of financial failure.

The “Yes I Can” philosophy, championed by LBA founder Di Tran, addresses this specific psychological barrier. The academy recognizes that the primary obstacle to enrollment is not a lack of talent, but a lack of belief. The “Imposter Syndrome” that plagues prospective students is dismantled through a curriculum that emphasizes “Humanization”—the belief that education is a mechanism for restoring personal dignity.1 When a student asks if beauty school is for them, they are effectively asking if they are capable of reinventing their identity from “employee” to “licensed professional.” LBA answers this by positioning the license not just as a permit to work, but as a badge of “I Have Done It”—a tangible proof of resilience.3

1.2 The Demographic Imperative: Serving the “New Majority”

The beauty industry is increasingly driven by what sociologists term the “New Majority”—immigrants, non-native English speakers, and adult learners managing complex household responsibilities. Traditional educational models, with their rigid semester schedules and English-only instruction, often exclude this demographic.

LBA has structured its entire operational model to serve this population, effectively arguing that beauty school is “for you” regardless of your linguistic or cultural starting point. The academy’s “Enroll Anytime” model removes the friction of waiting for a “Fall Semester,” recognizing that for a working mother or a new immigrant, the window of opportunity to start school is often narrow and immediate.4 By allowing students to enroll and start immediately, LBA validates the student’s impulse to improve their life now, removing the “cooling off” period where doubt often creeps in. This flexibility is not merely administrative; it is a statement of accessibility, declaring that the path to licensure is open to anyone with the will to begin.4

1.3 The Entrepreneurial Reality vs. The Employment Myth

A critical component of the “Is it for you?” analysis involves understanding the nature of the industry. Unlike nursing or teaching, where one typically enters a structured employment hierarchy, the beauty industry is fundamentally entrepreneurial. Even professionals working in salons often operate as independent contractors or booth renters.

Therefore, beauty school is “for you” only if you are prepared to accept the responsibilities of business ownership: marketing, retention, tax compliance, and self-management. LBA’s curriculum, heavily influenced by the 151 books authored by Di Tran on business and mindset, prepares students for this reality.1 The academy explicitly markets itself to “salon-owner material” students—those who mean business and are eager to launch.5 The report suggests that students looking for a passive educational experience may struggle, whereas those approaching the program as a business incubator will thrive.

2. Economic Transparency: Redefining Financial Aid

2.1 The Semantic Trap: “Financial Aid” vs. Federal Loans

One of the most pervasive misunderstandings in the vocational education sector—and a primary source of confusion for prospective students—is the conflation of the term “Financial Aid” with “Title IV Federal Student Aid” (e.g., Pell Grants and FAFSA-based loans).

From a legal and regulatory perspective, “Financial Aid” is a broad umbrella term referring to any monetary assistance that reduces the cost of attendance. This includes institutional scholarships, private grants, tuition discounts, and employer reimbursement programs. However, the public vernacular has narrowed this definition to mean “government money.”

Louisville Beauty Academy proactively clarifies this confusion. The academy is not a Title IV participating institution. It does not process FAFSA, nor does it disburse federal loans. This is a deliberate strategic choice designed to protect the student.6 By decoupling from the federal loan system, LBA avoids the regulatory overhead that drives up tuition costs and, more importantly, prevents students from entering the workforce with tens of thousands of dollars in non-dischargeable federal debt.

2.2 The Debt-Free Philosophy: Protection Through Pricing

The traditional beauty school model often relies on the availability of federal loans to justify inflated tuition rates. If a student can borrow $20,000, schools are incentivized to charge $20,000. This results in a crisis where entry-level cosmetologists begin their careers burdened by loan payments that consume a significant portion of their initial earnings.

LBA’s “Debt-Free” model operates on a “Double Scoop” philosophy: Save Big and Start Earning Sooner.5

  1. Direct Tuition Reduction: Instead of creating a complex package of loans, LBA offers massive upfront transparency. The “financial aid” is applied directly to the invoice as a discount. For example, the Cosmetology program, valued at a standard rate of ~$27,000, is offered at a discounted rate of ~$6,250 for eligible students.7
  2. The “Scholarship” as a Behavioral Contract: At LBA, scholarships are not lottery tickets; they are earnings. The academy views the 50-75% tuition discount as a scholarship that the student “earns” through attendance and compliance. This reframes financial aid from a handout to a partnership. If a student attends class and follows the rules, the school subsidizes the education.5

2.3 Comparative Cost Analysis

The following table illustrates the stark contrast between the Title IV debt model and the LBA direct-pay model, highlighting the long-term financial protection afforded to the student.

Financial MetricTraditional Title IV SchoolLouisville Beauty Academy (LBA)
Funding MechanismFederal Loans (Stafford, Plus) & Pell GrantsInstitutional Scholarships & Direct Pay
Debt LiabilityHigh (Principal + Interest)Zero Federal Debt
Interest AccrualInterest capitalizes over time0% Interest on internal payment plans
Tuition StrategyHigh sticker price to capture max federal aidMarket-corrected price (50-75% off)
Student AgencyPassive recipient of government fundsActive participant in funding education
Long-Term ImpactLoan payments reduce take-home pay for 10+ yearsGraduate keeps 100% of earnings immediately

2.4 The Voiding Policy: Accountability in Finance

Transparency requires honesty about consequences. LBA’s financial aid is contingent on performance. The academy enforces a strict policy regarding the “Scholarship Voiding.” If a student engages in time theft (e.g., clocking in and leaving without clocking out), they are penalized financially—$100 for the first offense, $200 for the second, and the entire scholarship is voided for the third.7 This policy serves a dual purpose: it protects the school’s resources and teaches the student a vital lesson in professional integrity. In the real world, time theft leads to termination; at LBA, it leads to the loss of financial privilege. This “checks and balances” approach ensures that the aid goes only to those who respect the opportunity.

3. Regulatory Compliance: The “Public Library” Model

3.1 Licensure as the Core First Step

LBA operates on the fundamental premise that the beauty industry is a law-based profession. Creativity, technique, and style are secondary to the primary requirement: Licensure. Without a license, “beauty” is merely a hobby; with a license, it is a regulated commercial activity protected by the state.

Consequently, LBA positions the study of regulation—specifically Kentucky Revised Statutes (KRS) Chapter 317A and Kentucky Administrative Regulations (201 KAR)—as the “core first step” of the curriculum.8 The academy researches and teaches these laws not as abstract concepts, but as the “rules of engagement” for the profession. This focus addresses a common misunderstanding among students who believe beauty school is solely about learning to cut hair. LBA clarifies that beauty school is about learning to legally cut hair, ensuring public safety and sanitation.2

3.2 The Public Library Model: Democratizing Knowledge

In a revolutionary move for the private education sector, LBA has adopted the “Public Library Model” or “Open Knowledge Infrastructure”.2

  • The Problem: Historically, beauty schools and salons have engaged in “gatekeeping,” hoarding information about regulations, techniques, and business practices to create dependency.
  • The LBA Solution: LBA publishes its research, policy analysis, and regulatory guides openly online for the benefit of the entire industry—competitors, regulators, and the public included.2
  • The Impact: This transparency elevates LBA from a mere school to an “Institutional Contributor.” By providing exact empirical references to law and policy, LBA empowers its students to debate inspectors, understand their rights, and operate with confidence. They are not just taught “what” to do; they are given the “citation” for “why” they must do it.9

3.3 The Hierarchy of Authority

LBA’s compliance education is sophisticated. It teaches the “Hierarchy of Authority,” helping students distinguish between a Statute (passed by the legislature), a Regulation (created by the Board), and a mere Guideline.8 This nuance is critical. A student who understands this hierarchy is protected against administrative overreach and is better equipped to run a compliant business. LBA’s “Gold Standard” compliance guide is a direct output of this research, aiming for “Over-Compliance” to ensure absolute safety.10

4. The Institutional Environment: Love, Care, and Zero Disruption

4.1 “Love and Care” as Operational Doctrine

While “Compliance” provides the skeleton of the LBA model, “Love and Care” provides the heart. This phrase is not a marketing slogan but an operational doctrine rooted in the founder’s philosophy of Humanization.

  • The Need for Safety: Many LBA students come from backgrounds of trauma, instability, or economic hardship. For these students, a chaotic learning environment is a barrier to cognitive function.
  • The Implementation: LBA creates a “proven environment of love and care” by establishing a sanctuary. This is a “judgment-free zone” where past academic failures are irrelevant. The focus is entirely on the “Yes I Can” future.11

4.2 The Zero Disruption Policy: Protecting the Sanctuary

To maintain this environment of “Love and Care,” LBA enforces a rigorous “Zero Disruption Policy”.11

  • The Misunderstanding: Some may view strict discipline as contrary to “care.” LBA argues the opposite: True care requires the removal of toxicity.
  • The Policy: The policy is a “Zero Tolerance” framework prohibiting gossip, drama, bullying, or any behavior that disrupts the learning of others. It is legally binding and documented in the enrollment contract.11
  • The Mechanism: LBA administration is empowered to make “instant, lawful decisions,” including expulsion, to protect the peace of the student body. The school mandates a professional chain of command for grievances, preventing the spread of rumors.11
  • The Result: Google ratings and student reviews frequently cite the “peaceful,” “calm,” and “safe” atmosphere as the primary reason they were able to complete the program.11 By eliminating the “high school drama” often associated with trade schools, LBA elevates the dignity of the vocational student.

4.3 Google Ratings and Social Proof

The efficacy of this policy is reflected in the school’s digital footprint. The “Zero Disruption” policy is often mentioned in positive reviews as a differentiator. Students who are serious about their careers appreciate that the school protects their investment by silencing distractions. The reviews highlight an environment where “love and care” means holding everyone to a standard of excellence and mutual respect.11

5. The Intellectual Foundation: Di Tran University & The College of Humanization

5.1 Elevating the Trade to a Discipline

Louisville Beauty Academy is the flagship institution of a broader educational project: Di Tran University. This affiliation elevates the beauty school from a technical training center to a college of higher learning. Specifically, LBA operates under the College of Humanization, one of the three pillars of Di Tran University (alongside the College of AI and the College of Human Service).2

The College of Humanization posits that vocational education must be centered on the human being, not just the skill. “When education is humanized, dignity follows”.2 This philosophy serves to protect the student from being viewed as a mere cog in the workforce machinery. Instead, they are trained as holistic service providers who understand the emotional and psychological value of their work.

5.2 The 151 Books: A Publishing Library

The intellectual weight of the academy is sustained by the prolific output of its founder, Di Tran. With 151 published books, LBA functions as a specialized publishing library.1

  • Curriculum Integration: These books are not supplementary; they are central to the LBA experience. Titles such as “Drop the FEAR and Focus on the FAITH”, “The Humanization Blueprint”, and “Mastering the Craft” serve as textbooks that bridge the gap between technical skill and personal development.14
  • Empirical Reference: By publishing its own educational materials, LBA ensures that students have access to up-to-date, empirical references regarding law, policy, and sanitation. This contrasts with schools relying on outdated generic textbooks.7
  • Thought Leadership: The volume of this work establishes LBA as a national leader in beauty education research. The “2026 Magazine” and the upcoming podcast series are extensions of this publishing arm, designed to disseminate this knowledge globally.2

5.3 Founder Di Tran: The Embodiment of “Yes I Can”

Di Tran’s personal narrative—from living in a mud hut in Vietnam to becoming a computer engineer, author, and university founder—serves as the ultimate validation of the “Yes I Can” curriculum.1 His background in computer science and engineering directly informs the school’s advanced system integration, while his immigrant experience informs the “Love and Care” policy. He is not a distant administrator; his philosophy is the operating system of the school.

6. Technological Vanguard: AI, Integration, and Checks & Balances

6.1 Max AI Adoption: Breaking Barriers

LBA markets itself as the “most advanced beauty school” due to its aggressive adoption of Artificial Intelligence.17 However, unlike institutions that use tech to replace teachers, LBA uses AI to humanize the experience by removing barriers.

  • Language Translation: The most significant application is the use of generative AI (ChatGPT, D-ID avatars) to provide real-time translation and tutoring in over 100 languages. A student who speaks Vietnamese or Spanish can engage with complex biological theory in their native language, ensuring deep comprehension before testing in English.17 This effectively “protects” non-native speakers from systemic exclusion.
  • Personalized Tutoring: AI tools serve as 24/7 tutors, allowing students to ask “stupid questions” without fear of judgment, reinforcing the psychological safety of the learning environment.17

6.2 System Integration and “Checks and Balances”

Behind the scenes, LBA utilizes advanced system integration to manage the complexities of state board hour reporting.

  • The “Checks and Balances”: The beauty industry is notorious for disputes over “clocked hours.” LBA uses a rigorous digital system to track attendance, financial aid (scholarship) compliance, and academic progress.18 This system provides a “check” against human error and a “balance” against fraud.
  • Security and Compliance: The system is designed to ensure that the data reported to the Kentucky State Board is accurate and immutable. This protects the student’s license from future audit risks. By automating the bureaucratic aspects of the school, LBA allows instructors to focus entirely on hands-on training and “Love and Care”.20

7. Social Integration and Public Scholarship

7.1 Social Media as a Portfolio

LBA integrates social media not just for marketing, but as a dynamic student portfolio system.

  • Student Features: The academy actively features students on its platforms (Facebook, Instagram, YouTube), tagging them and showcasing their work to the public. This builds the student’s professional brand before they graduate.7
  • Graduates Gallery: The “Gallery of Louisville Beauty Academy Graduates” celebrates the 1,000+ individuals who have successfully licensed. This serves as social proof and motivation for current students.7

7.2 The 2026 Magazine and Podcast Series

Looking ahead, LBA is expanding its media footprint to further elevate the industry.

  • “Licensed to Thrive” Podcast: Launching in 2026, this podcast series is designed to explain why licensing is the foundation of success. It is a public education tool intended to raise the status of the beauty professional in the eyes of the consumer.21
  • Magazine and White Papers: The academy is preparing to release a series of research papers and magazine features on “Beauty Workforce Economics” and “Regulatory Literacy,” cementing its status as a think tank.2

7.3 Live Volunteer Practices

The academy’s “Live Volunteer Practice” model connects students with the community. By allowing the public to book services (via a dedicated line: 502-915-8615) for a nominal fee (e.g., $4.00 haircuts), the school provides students with real-world clinical experience.7 This feature is critical for building the “soft skills” of client consultation and time management, which are emphasized in the College of Humanization curriculum.

8. Conclusion: The Verdict on Protection and Elevation

In answering the query “Is beauty school for you?”, this report concludes that the viability of the career path is heavily dependent on the institutional model one chooses. The traditional model, fraught with debt and “sink-or-swim” dynamics, poses significant risks. However, the model pioneered by Louisville Beauty Academy offers a protected, elevated pathway.

LBA protects the student through:

  1. Financial Safety: A debt-free, direct-pay model that prevents federal loan entrapment.
  2. Psychological Safety: A “Zero Disruption” policy that ensures a calm, professional learning environment.
  3. Regulatory Safety: A “Gold Standard” compliance education that armors the graduate in law.
  4. Cultural Safety: An inclusive, AI-supported environment that welcomes diverse learners.

LBA elevates the industry through:

  1. Academic Rigor: The research capabilities of Di Tran University and the College of Humanization.
  2. Public Scholarship: The “Public Library” model that democratizes knowledge.
  3. Professional Dignity: Reframing the cosmetologist as a “Human Service Professional.”

For the student who desires not just a job, but a career built on a foundation of “Yes I Can,” Louisville Beauty Academy represents the most comprehensive, transparent, and human-centered option in the current market.

Appendix: Data Analysis Tables

Table A: Comparative Analysis of Financial Models

FeatureTitle IV Federal Aid ModelLBA “Debt-Free” Model
Primary FundingFederal Loans (Debt)Institutional Scholarship (Discount)
Cost to StudentPrincipal + Interest (10+ Years)Cash/Payment Plan (0% Interest)
Tuition PricingOften Inflated to CapMarket-Corrected (50-75% Lower)
FAFSA Required?YesNo (Direct Enrollment)
Financial RiskHigh (Non-dischargeable debt)Low (Pay-as-you-go)

Table B: LBA Program Transparency (2026 projections based on current data)

ProgramHours (KY Req.)Standard CostDiscounted Cost*Savings
Cosmetology1,500~$27,025~$6,250~75%
Esthetics750~$14,174~$6,100~55%
Nail Technology450~$8,325~$3,800~55%
Instructor750~$12,675~$3,900~70%

*Discounts are contingent on the “Scholarship” behavioral contract (attendance and compliance).

Table C: The Four Pillars of the LBA 2026 Mission

PillarDescriptionObjective
Gold-Standard ModelStudent-First, Compliance-FirstPrioritize long-term professional dignity over profit.
Public Library ModelOpen Knowledge InfrastructureEnd information gatekeeping; share research freely.
Podcast/Video Series“Licensed to Thrive”Educate the public on the value of licensure.
College of HumanizationDi Tran University IntegrationInfuse vocational training with ethics and empathy.

REFERENCES

  1. Di Tran’s Louisville Beauty Academy — From Mud Hut to 130 Books – The YES I CAN Way, accessed January 24, 2026, https://www.youtube.com/watch?v=BR6Ew0Lid00
  2. Louisville Beauty Academy: Our Direction Forward (2026 and Beyond), accessed January 24, 2026, https://louisvillebeautyacademy.net/louisville-beauty-academy-our-direction-forward-2026-and-beyond/
  3. List of books by author DI TRAN – ThriftBooks, accessed January 24, 2026, https://www.thriftbooks.com/a/di-tran/12174455/
  4. Louisville Beauty Academy – Student Enrollment Procedures, accessed January 24, 2026, https://louisvillebeautyacademy.net/louisville-beauty-academy-student-enrollment-procedures/
  5. Fast-Track & Debt-Free: How Louisville Beauty Academy Delivers the “Double Scoop” – Save Big and Start Earning Sooner – RESEARCH AUGUST 2025, accessed January 24, 2026, https://louisvillebeautyacademy.net/fast-track-debt-free-how-louisville-beauty-academy-delivers-the-double-scoop-save-big-and-start-earning-sooner-research-august-2025/
  6. Financial Aid Options and Payment Model at Louisville Beauty …, accessed January 24, 2026, https://louisvillebeautyacademy.net/financial-aid-options-and-definition/
  7. Self-Published Books for Advanced … – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/louisvillebeautyacademyselfpublishedbookcollection/
  8. The Hierarchy of Authority in Kentucky Beauty Regulation – Understanding Statutes, Administrative Rules, and Guidance Materials, accessed January 24, 2026, https://louisvillebeautyacademy.net/the-hierarchy-of-authority-in-kentucky-beauty-regulation-understanding-statutes-administrative-rules-and-guidance-materials/
  9. Kentucky Beauty Licensee’s Gold Standard Guide for Lawful, Professional, and Transparent Interaction with Inspectors and Law Enforcement – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/kentucky-beauty-licensees-gold-standard-guide-for-lawful-professional-and-transparent-interaction-with-inspectors-and-law-enforcement/
  10. Gold-Standard Compliance Guide: KBC Transfer and Field / Charity Hour Requirements – RESEARCH 2026 – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/gold-standard-compliance-guide-kbc-transfer-and-field-charity-hour-requirements-research-2026/
  11. Tag: best beauty school in Louisville – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/tag/best-beauty-school-in-louisville/
  12. Di Tran, Most Admired CEO, Celebrates USA and Workforce Development with a Message of Love and Care – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/di-tran-most-admired-ceo-celebrates-usa-and-workforce-development-with-a-message-of-love-and-care/
  13. Di Tran — Founder & CEO | Visionary Leader in Workforce Education, Humanized AI, and Immigrant Entrepreneurship – New American Business Association (NABA) – Louisville, KY, accessed January 24, 2026, https://naba4u.org/di-tran-founder-ceo-visionary-leader-in-workforce-education-humanized-ai-and-immigrant-entrepreneurship/
  14. Who is Di Tran? Exploring the Life and Books of a Prolific Author and our Founder of Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/explore-di-trans-inspirational-books-online/
  15. Beauty as Healing: Louisville Beauty Academy Shares a New Voice in the Di Tran University Podcast Series (2026), accessed January 24, 2026, https://louisvillebeautyacademy.net/beauty-as-healing-louisville-beauty-academy-shares-a-new-voice-in-the-di-tran-university-podcast-series-2026/
  16. Books by Di Tran: A Journey of Perseverance and Inspiration – Viet Bao Louisville KY, accessed January 24, 2026, https://vietbaolouisville.com/books-by-di-tran-a-journey-of-perseverance-and-inspiration/
  17. Research 2025: Louisville Beauty Academy and Di Tran University – A Pioneering Model for the Future of Education, accessed January 24, 2026, https://vietbaolouisville.com/2025/06/research-2025-louisville-beauty-academy-and-di-tran-university-a-pioneering-model-for-the-future-of-education/
  18. Operationalizing competency-based assessment: Contextualizing for cultural and gender divides – PMC – NIH, accessed January 24, 2026, https://pmc.ncbi.nlm.nih.gov/articles/PMC10576182/
  19. 2024 Integrated Report | Givaudan, accessed January 24, 2026, https://www.givaudan.com/files/giv-2024-integrated-report.pdf
  20. Tag: AI integration in beauty education – Louisville Beauty Academy, accessed January 24, 2026, https://louisvillebeautyacademy.net/tag/ai-integration-in-beauty-education/
  21. Licensed to Thrive: Louisville Beauty Academy Launches Its 2026 Flagship Podcast Series, accessed January 24, 2026, https://louisvillebeautyacademy.net/licensed-to-thrive-louisville-beauty-academy-launches-its-2026-flagship-podcast-series/
  22. Louisville Beauty Academy: Advancing Transparency in Beauty Education Finance – January 2026 – RESEARCH BY DI TRAN UNIVERSITY, accessed January 24, 2026, https://louisvillebeautyacademy.net/louisville-beauty-academy-advancing-transparency-in-beauty-education-finance-january-2026-research-by-di-tran-university/