Coming Soon Data Preprocessing & Feature Engineering for AI cover

AI & Deep Learning

Data Preprocessing & Feature Engineering for AI

A hands-on track for cleaning datasets, engineering features, creating safe train/validation/test splits, and running data-quality checks.

📚 2 units 🪜 5 steps / lessons ⏱️ Self-paced

This course / diploma is coming soon

This course is coming soon — register your details and we'll notify you when it launches.

Expected launch: Q3 2026

Pricing on launch

Available as part of AI diploma bundles

الكورس ده قيد التحضير — سجل بياناتك وهنبلغك أول ما ينزل.

🚀 Enrollment opens soon 🔔 Sign up to be notified

Outcomes3

Tools0

Projects0

CertificateVerified

What you will learn

✅ Prepare production-grade tabular datasets
✅ Avoid leakage and split mistakes
✅ Run feature engineering with practical judgment

Curriculum & units

📚 2 units 🪜 5 steps ⏱️ Flexible

Unit 1: Data Preprocessing 4 topics · Flexible pace

Lesson 1: Data Cleaning & Feature Engineering
Lesson 2: Feature Engineering (Practical) — Numeric features, categorical encoding, datetime features, target leakage pitfalls.
Lesson 2: Train/Val/Test Splits — Stratification, time splits, cross-validation, leakage prevention
Lesson 3: Data Quality Checks — Schema checks, constraints, anomaly checks, dataset documentation

Unit 2: Projects 1 topics · Flexible pace

Lesson 1: Real-world Data Analysis Projects — Insurance analysis, house pricing, bank marketing analysis

Projects you will build

Tools & platforms

Target audience

Junior data learners
ML beginners
Analysts moving into machine learning

Career paths

What you receive after finishing

Verification-ready certificates and HR-friendly training letters.

🏆

Verified Certificate

Official Learn in Depth completion certificate with QR verification.

Verifiable on the public verification page.

🇬🇧

English Training Letter

For international companies and overseas employment.

On official Learn in Depth letterhead, signed by the instructor.

🇪🇬

Arabic Training Letter

For local employers in MENA and university coordination.

Bilingual stamped letter ready for HR submission.

🏢

Company-Stamped Certificate

Company-stamped, for academic credit. Request it by contacting +20 155 876 5064 via WhatsApp or phone.

Issued upon request after successful completion.

Course FAQ

When will these diplomas launch? إمتى الدبلومات دي هتفتح؟

The current target is Q3 2026. Register via the form and we will send launch and pricing updates first.

المستهدف الحالي هو Q3 2026. سجّل بياناتك في الفورم وسنرسل لك أول تحديثات الإطلاق والأسعار.

Can I register right now? هل أقدر أحجز دلوقتي؟

These tracks are currently marked Coming Soon. You can browse the curriculum and leave your details to be notified when registration opens.

حاليًا المسارات في حالة Coming Soon. تقدر تتصفح المحتوى وتسجل اهتمامك لنبلغك عند فتح التسجيل.

Will there be a verified certificate? هل في شهادة موثقة؟

Yes — every track is designed around a verified certificate and hands-on project review.

أيوة — كل مسار مصمم بشهادة موثقة ومراجعة عملية للمشاريع الرئيسية.

Is the content tailored for engineers in Egypt and the Arab region? هل المحتوى مناسب للمهندسين في مصر والمنطقة العربية؟

Yes. The positioning, support, and project design target engineers in the Egyptian and Gulf markets with a strong practical hiring focus.

أيوة، التسويق والدعم وبناء المشاريع معمولين خصيصًا لمهندسين السوق المصري والخليجي مع تركيز على التوظيف العملي.

How do I register? إزاي أسجل في الكورس؟

Create your account, add the course to cart, and follow the payment steps.

سجل حسابك وأضف الكورس للسلة واتبع خطوات الدفع.

Is there a student discount? هل في خصم للطلبة؟

Yes — students get an automatic discount shown at checkout.

أيوه — الطلبة ليهم خصم خاص بيظهر أوتوماتيك.

Are courses recorded or live? هل الكورسات مسجلة ولا لايف؟

All courses are recorded so you can learn at your own pace.

كل الكورسات مسجلة عشان تتعلم في أي وقت يناسبك.

Are courses free for Palestine? هل فلسطين الكورسات مجانية؟

Yes — all courses are free for people from Palestine.

أيوه — كل الكورسات مجانية لأهل فلسطين.

What payment methods are available? إيه طرق الدفع المتاحة؟

Bank transfer, Vodafone Cash, InstaPay.

تحويل بنكي، فودافون كاش، إنستاباي.