AI Programming
Applied Machine Learning Bootcamp
Eight days building real machine learning models and evaluating them properly, away from the illusion of high accuracy.
IntermediateOn campusHybrid4.9(87)
4,500SAR
- Start date
- 23 November 2026
- Duration
- 8 days · 48 training hours
- Seats
- 9 / 20
9 seats left
A one-minute introduction from the trainer
Added after the recording session
Your trainer
Dr. Lama Alharbi
Machine Learning & Recommender Systems
PhD in Computer Science; led machine learning teams in digital retail before moving to teaching full time. Believes a curriculum without an applied project is just a summary.
14 years of experience
Course outline
day by day
1
Days 1–2: Data preparation
- Cleaning messy data
- Feature engineering
- Correct splitting that avoids leakage
2
Days 3–4: Classification and regression
- Logistic regression and trees
- Random forests and boosting
- Reading feature importance
3
Days 5–6: Evaluation and tuning
- Choosing the right metric
- Cross-validation
- Hyperparameter tuning
4
Days 7–8: Deployment and project
- Packaging the model
- A simple API
- An assessed final project
What will you build?
- A customer churn prediction model
- An API serving the model
- A professional evaluation report
Who is this course for?
- Anyone fluent in Python wanting to enter machine learning
- A data analyst moving into modelling
And who it is not for
- Programming beginners — start with the Python course
- Anyone looking for advanced deep learning
Prerequisites
- • Solid Python basics
- • Familiarity with descriptive statistics
Completion certificate
An accredited certificate with a QR verification code linking to your Thinkers Club profile.
INVEX
Accredited completion certificate
QRThe course includes
- 48 training hours
- Exclusive datasets
- Individual project review
- An accredited certificate
Trainee reviews
The most important thing I learned was not how to build a model, but discovering that my earlier models had been fooling me with fake accuracy.
Abdulrahman Alshammari
Application Developer
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