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Academy

Lumtify Academy

We train enterprise teams in data, analytics and optimization.

Corporate training programmes

Programmes designed for individual companies, most continuing with mentoring. We adapt the catalogue trainings to each company's own data and questions.

  1. Turka Araç Muayene2026

    AI training and a CEO vision session

    Full-day team training + 3-hour executive decision session

    • LLM mechanics, hallucination, prompt discipline
    • Tool landscape: Projects, Artifacts, Skills, MCP; data hygiene and privacy
    • Live demo: using a skill to turn a free-text fault report into a standard incident record
    • Business analysis with AI workshop and a "fun AI" tool tour
    • CEO session: mental models, system model, 24 projects → 4 decisions, the first 180 days
  2. Defacto · İnsan Kaynakları2026

    Software development with AI training

    One day, four modules + live project workshop

    • AI fundamentals and data security; major tools and prompt engineering
    • The idea-to-production chain: design → Claude Code → database → deploy
    • HR case study: an employee referral portal prototype
    • HR prototyping standards guide: 12 standards, a quality gate, a 90-day plan
    Case page →
  3. Kuveyt Türk2023 – 2025

    Data analytics journey: SQL, Power BI, Python, machine learning

    Digital marketing and customer experience teams; project assignments, with mentoring

    • Data awareness and an introduction to AI
    • SQL with reinforcement projects; data visualisation with Power BI
    • Python programming; machine learning with Python
    • One project per participant, on a master–apprentice model
    Case page →
  4. Türkiye Bankalar Birliği2023

    Data Analytics Journey: an end-to-end data scientist programme

    62 hours over 21 days; evening sessions, homework, in Colab

    • Introduction to data science and AI; databases and SQL querying
    • Python programming; basic statistics and EDA
    • Data visualisation and Power BI; machine learning in Python
    • Industry cases: retail sales forecasting, bank transaction classification
    Case page →
  5. Türkiye Finans Katılım Bankası2024

    Python and machine learning for HR analytics

    One day a week for six months; with exams and mentoring

    • Python fundamentals (assignment-driven)
    • Machine learning: data preparation, model, validation
    • The team's own projects: recruitment inventory analysis, employee attrition
    Case page →
  6. Sunar Yatırım2024

    Creating value from data: data awareness and AI

    Manager level and above, full day; with the fictional company case PortaPat

    • Data, data structures and the data warehouse, explained through the company's own data creation process
    • Data-driven culture, data maturity assessment, "three kinds of lies" and misleading charts
    • The difference between business intelligence, business analysis and data analytics
    • Using new-generation AI tools in business processes
  7. Kalekim2023

    Data analytics journey: from awareness to forecasting

    Planning team, four modules

    • Data awareness, data maturity and the data-driven organisation
    • Basic statistics; analysis and pivots in Excel
    • Forecasting: the same problem in Excel, Python and R
    • Data visualisation and Power BI
    Case page →
  8. Motor Aşin2024 – 2025

    SSIS, data visualisation and Power BI mentoring

    IT team; their own dashboards after the setup

    • Data warehouse design and SSIS packages: how the current setup works
    • Data visualisation principles and Power BI
    • Dashboards built under mentoring: customer region analysis, warehouse fill rate, stock
    Case page →
  9. Vestel2022

    Mathematical modelling with IBM ILOG CPLEX OPL

    20 hours, online; OPL and DoCplex

    • The life cycle of an optimization project and the elements of a model
    • Modelling in OPL, data integration, examining results
    • Model tuning, flow and warm-start techniques
    • The Turkish DoCplex resource that came out of the training was shared openly

Pro bono and academic

Classes we teach without a fee and contributions to schools. Sharing knowledge is part of the work.

  1. İstanbul Medeniyet Üniversitesi2024 bahar

    Data Analysis and Visualisation course (one semester, as a team, pro bono)

    Undergraduate course; weekly sessions, assignments and a final project

    • Data analysis, data science and AI: concepts and professions
    • Statistics and data analysis: ratios, averages, distributions, misleading comparisons
    • A short tour of analytics tools: Excel, SQL, Python, R, Power BI, CPLEX
    • Data visualisation principles; a final built from questions the students wrote
  2. Hamilik Okulu2025 – her yıl

    AI and Data Analytics in Marketing

    A full-day class within the marketing programme; repeated every year

    • A data bender's road map: graduation, career, Lumtify
    • AI in marketing: decision journey, recommendation, forecasting, segmentation examples
    • Live generative-AI exercises and the students' own experiments

Go to the Academy platform