https://erolrecep.github.io/tags/simulation/ Recent content in Simulation on Recep's Technical Blog Hugo en-US Tue, 03 Nov 2026 06:00:00 -0600 https://erolrecep.github.io/posts/data-science-yesterday-tomorrow-part-2/ Tue, 03 Nov 2026 06:00:00 -0600 https://erolrecep.github.io/posts/data-science-yesterday-tomorrow-part-2/ <p><em>A 25-Year Chronological Retrospective (2000–Present), Physics-Informed Synthetic Realities, and Counterfactual Reasoning.</em></p> <hr> <div style="background: rgba(56, 189, 248, 0.08); border-left: 4px solid #38bdf8; border-radius: 6px; padding: 16px 20px; margin: 24px 0;"> <strong>📖 Series Navigation:</strong> This is <strong>Part 2</strong> of the <em>Data Science: From Yesterday to Tomorrow</em> series. If you haven't read it yet, make sure to explore <a href="https://erolrecep.github.io/posts/data-science-yesterday-tomorrow/" style="font-weight: 600; text-decoration: underline;">Part 1: Why Data Science + AI is Your Unstoppable Superpower &larr;</a>, which covers the personal 15-year trek across the compute stack, the Parable of the Alpine Pass, clinical target leakage, and reactive computational graphs. </div> <div style="background: rgba(99, 102, 241, 0.08); border-left: 4px solid #6366f1; border-radius: 6px; padding: 16px 20px; margin: 24px 0; display: flex; flex-direction: column; gap: 10px;"> <div> <strong>🖥️ Interactive 24-Slide Keynote Presentation:</strong> Explore the full companion Reveal.js presentation with dark-tech aesthetics, embedded telemetry animations, and keyboard navigation directly in your browser: <a href="presentation.html" target="_blank" rel="noopener noreferrer" style="font-weight: 600; text-decoration: underline; margin-left: 6px;">Launch Interactive Slide Deck &rarr;</a> </div> <div> <strong>🏎️ Open Source Code & Reproducible Environment:</strong> The complete Python simulation engine, datasets, and Jupyter notebooks are hosted on GitHub: <a href="https://github.com/erolrecep/datascience_from_yesterday_to_tomorrow" target="_blank" rel="noopener noreferrer" style="font-weight: 600; text-decoration: underline; margin-left: 6px;">erolrecep/datascience_from_yesterday_to_tomorrow ↗</a> </div> </div> <hr> <h2 id="executive-summary-the-quarter-century-arc">Executive Summary: The Quarter-Century Arc</h2> <p>Over the past twenty-five years, data science has repeatedly redefined its vocabulary. We have journeyed through <strong>Data Mining</strong>, <strong>Business Intelligence</strong>, the <strong>Big Data revolution</strong>, the <strong>Deep Learning renaissance</strong>, and now the epoch of <strong>Foundation Models and Agentic AI</strong>.</p>