Welcome to I know how to... – your go-to for practical tech & data skills! Learn by doing with hands-on tutorials. Learn by doing.

My short, precise videos empower you to build, analyze, and innovate. I break down complex concepts into clear, actionable steps. Learn to set up Virtual Machines, explore Machine Learning fundamentals, build interactive Dash apps with Dash Tools, and master data storytelling with Tableau. Harness Jupyter Notebooks, streamline Python development with PyCharm, conquer Git/GitHub for version control, and deploy projects live with Render. Plus, explore exciting AI applications (like ethical face swapping) and craft compelling video presentations.

My short, precise videos are packed with practical insights, helping you learn by doing. Whether you're a student, a professional upskilling, or an enthusiast, you'll find invaluable, real-world knowledge here.

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