Mathematics
High-school mathematics
Secondary 3 to 5 math, built on understanding instead of memorizing, with exam preparation.
High school
Courses · Montreal & online
Learn the math,code and AIthat matter.
Private and small-group courses taught by Fares Alkhawaja: PhD, researcher and instructor at Vanier College, LaSalle College and Concordia University.
- 10+
- years teaching
- 10
- institutions
- 16
- courses
- EN · AR
- taught in
How it works
Three steps, no commitment.
- 01
Pick your courses
Add one or more courses to your list. Not sure? Add what interests you; we will figure out the right fit together.
- 02
Leave your contact
Email or phone, your level and your availability. It takes a minute and you commit to nothing.
- 03
Plan together
Fares contacts you to understand your goals, then proposes a schedule, a format and a price.
Catalog
Choose what you want to learn.
Mathematics
Calculus I and II
Limits, derivatives and integrals with intuition first, then technique, then applications.
CEGEP / collegeUniversity
Mathematics
Linear algebra
Vectors, matrices and transformations, with the geometric view that makes machine learning click.
CEGEP / collegeUniversity
Mathematics
Probability and statistics
From counting and distributions to inference and regression, taught with real data and Python.
CEGEP / collegeUniversityProfessionals
Programming
Python from zero
Your first programming course: clear foundations and small projects you can show.
High schoolCEGEP / collegeProfessionals
Programming
Data structures and algorithms
The core of computer science and technical interviews, implemented step by step.
CEGEP / collegeUniversity
Programming
Full-stack web development
Build and deploy a real web app: React front end, Node API and a database.
CEGEP / collegeProfessionals
AI & data
Machine learning foundations
How models learn, how to evaluate them honestly, and how to use them on real problems.
UniversityProfessionals
AI & data
Deep learning and neural networks
From a single neuron to modern architectures, with hands-on PyTorch.
UniversityProfessionals
AI & data
Generative AI, LLMs and RAG
Use and build with large language models: prompting, retrieval-augmented generation and agents.
UniversityProfessionals
AI & data
Data wrangling and visualization
Turn messy data into clear insight with pandas, SQL and dashboards.
CEGEP / collegeProfessionals
DevOps & cloud
Docker and Kubernetes
Containerize applications and run them reliably, from your laptop to a cluster.
CEGEP / collegeProfessionals
DevOps & cloud
CI/CD and MLOps
Ship models like software: automated tests, pipelines, tracking and deployment.
ProfessionalsUniversity
DevOps & cloud
Cloud for AI: AWS, Azure and GCP
Choose, secure and run AI workloads on the major clouds.
Professionals
Kids & teens
Robotics and coding for kids (8 to 14)
Hands-on projects that make coding, electronics and AI fun and understandable.
Kids
Research
Research and thesis guidance
For graduate and senior students: scope a project, run sound experiments and write the paper.
University
Registration
Leave your contact, Fares will get back to you.
No payment and no commitment now. You will be contacted to plan the schedule, format and price.
FAQ
Questions, answered.
How much does it cost?
Pricing depends on the course, the level and whether it is private or in a small group. You will get a clear price after a short call, before anything starts.
Online or in person?
Both. Online sessions run on video with shared notes and code; in-person sessions are possible in Montreal.
Private or group?
Either. Private sessions adapt to your pace; small groups (up to 6) cost less per person.
Which language?
English or French, your choice.
Can you help with a specific class or exam?
Yes. Mention the course, school and exam dates in your message and the sessions will follow your syllabus.
Do I need to prepare anything?
Only a laptop for programming courses. All materials are provided.