DATA & AI courses – Bachelor & Master – Python, R, SQL, Power BI, Stats, ML, Deep Learning, NLP, Big Data... - Cergy-Pontoise

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DATA & AI courses – Bachelor & Master – Python, R, SQL, Power BI, Stats, ML, Deep Learning, NLP, Big Data...

From 46.66 C$ /h

Hello to Data & AI students (L3 Info/Stats, Master Data Science/AI, MIAGE, engineering schools, career change...)!
My name is Soufiane, I have a master's degree in Data Science & AI.
I offer 100% professional courses:
- Python Data & AI (Pandas, NumPy, Scikit-learn, TensorFlow/Keras)
- Advanced R (Tidyverse, Caret, Shiny)
- SQL & NoSQL (PostgreSQL, MongoDB, optimization)
- Power BI / Tableau (DAX, dashboards, storytelling)
- Advanced statistics (Bayesian, time series, A/B testing)
- Machine Learning (regressions, trees, clustering, XGBoost, evaluation)
- Deep Learning (CNN, RNN, Transformers, fine-tuning)
- NLP (tokenization, BERT, sentiment, chatbots)
- Big Data (Spark, Hadoop, ETL pipelines, AWS/GCP cloud)
- Complete projects (Kaggle, real-world datasets, GitHub, professional report) Levels: L3 Computer Science/Statistics/Economics
- Master Data Science, AI, MIAGE
- Engineering schools (Centrale, INSA, ENSIIE, EPITA...)
- AI retraining / bootcamps

Why me ?
- 100% interactive course: live coding, debugging, projects, datasets
- Professional supports: Jupyter notebooks, templates, ML/DL cheatsheets
- Flexible hours: evenings, weekends, intensive courses
- At home (Cergy, Pontoise, Sarcelles – free within 15 km) or Zoom + screen sharing
- Invoices issued.

Limited places available (max 8 students). Contact me by message to schedule an appointment.
Respond quickly! See you soon to master Data & AI!

Location

Use Ctrl + wheel to zoom!

At student's location :

Around Cergy-Pontoise, France

Online from France

About Me

Hello! I'm Soufiane, holding a Master’s degree in Data Science and Artificial Intelligence (August 2024). Passionate about teaching, I offer private lessons in mathematics, computer science, and AI in the Val d'Oise area (Cergy, Pontoise, Sarcelles, etc.) or remotely.

My goal? To make these subjects accessible and engaging through a personalized and interactive approach. With experience in academic support, I adapt to each student, from middle school to university, to boost confidence and results. My lessons are built on concrete examples (like Python projects) and comprehensive teaching materials.

With over 90% of my students showing progress within one month, I'm here to help you reach your goals!
Contact me on Apprentus, and let’s get started together.

Education

I hold a Bachelor’s degree in General Mathematics from Aix-Marseille University, where I gained a strong command of fundamental concepts in algebra, analysis, geometry, and probability. This training equipped me with analytical rigor and the ability to explain complex ideas clearly and accessibly.

I then furthered my education with a Master’s degree in Data Science and Artificial Intelligence from École Ensitech (awarded in August 2024). This program allowed me to develop advanced expertise in:
Mathematics, statistics, computer science, data & AI.

Experience / Qualifications

Over 4 years of experience in teaching (with Anacours, Acadomia).

My qualifications include expertise in :
Mathematics (algebra, analysis, probability, advanced statistics).
Computer Science (Python programming, SQL, algorithms).
Data Science & AI (Excel, R, Tableau, Power BI, deep learning, neural networks).

Thanks to my experience in academic support, I have guided numerous students, from middle school to university, with a 90% success rate in improvement within just 1 month. My approach is based on tailored teaching methods and structured learning materials.

Age

Teenagers (13-17 years old)

Adults (18-64 years old)

Seniors (65+ years old)

Student level

Beginner

Intermediate

Advanced

Duration

60 minutes

90 minutes

120 minutes

The class is taught in

French

English

Arabic

Skills

Math

Computer science

Statistics

Availability of a typical week

(GMT -05:00)

New York

Online via webcam

At student's home

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Post-Baccalaureate Mathematics Courses – Algebra, Analysis, Probability, Statistics, Optimization, Modeling...

38.32 C$ /h

Hello to post-baccalaureate students (L1/L2/L3 maths/computer science, BUT, preparatory classes, engineering schools, career change)!

My name is Soufiane, I have a master's degree in Data Science & AI.

I offer 100% practical courses in university mathematics:
- Linear algebra (vectors, matrices, eigenvalues, diagonalization)
- Analysis (sequences, continuity, differentiation, integrals, series)
- Probability (random variables, distributions, expected value, limit theorems)
- Statistics (hypothesis testing, regressions, ANOVA, confidence intervals)
- Differential and integral calculus (differential equations, functions of several variables)
- Optimization (linear, convex, Lagrange, gradient)
- Discrete mathematics (graphs, combinatorics, logic)
- Mathematical modeling (dynamic systems, simulations)
- Applied projects (Python/Matlab/R to validate concepts) Levels: L1/L2/L3 maths, computer science, economics and management
BUT, MP/PC/PSI preparatory classes, ATS, Engineering schools (INSA, Centrale, ENSIIE, etc.), Career change / continuing education

Why me ?
Diagnostic to target gaps & objectives.
100% interactive courses: demonstrations, solved exercises, multiple-choice questions, digital practicals.
Professional resources: theorem sheets, summaries, exam-style exercises, PDF answer keys.
Flexible hours: evenings, weekends, holidays.
At home (Cergy, Pontoise, Sarcelles – free within 15 km) or Zoom + virtual whiteboard
Invoices issued.

Limited places available (max 8 students).
Respond quickly! See you soon to master math and ace your exams!

High School Mathematics Courses – Baccalaureate Preparation – Advanced Mathematics, Expert Mathematics, Complementary Mathematics, Final Year & First Year

33.33 C$ /h

Hello high school students! My name is Soufiane, Master's in Data Science & AI.
I offer 100% Baccalaureate-focused mathematics courses:

- Specialization in Mathematics (functions, sequences, probability, complex numbers, geometry)
- Advanced Mathematics (complex numbers, matrices, graphs, integrals), Complementary Mathematics (solid review, baccalaureate-style exercises)
- First-year program (functions, differentiation, statistics)
- Practice exams & past papers with answers (2024/2025 baccalaureate)
- Methodology (writing, time management, TI/CASIO calculator)
- Concrete projects (Python/Matlab to visualize concepts). Objective: To pass the baccalaureate exam.
- Preparing for Parcoursup (grades, applications)
- Filling the gaps & getting ahead

Why me ?
- 100% interactive course: practice exercises similar to those found in the French national exams (brevet/baccalaureate), detailed answer keys, multiple-choice questions
- Professional resources: formula sheets, summaries, past exam papers in PDF format, videos
- Flexible hours: evenings, weekends, holidays, intensive revision periods
- At home (Cergy, Pontoise, Sarcelles – free within 15 km) or Zoom + virtual whiteboard
- Invoices issued

Limited places available (max 8 students). Contact me by message to schedule an appointment.
Respond quickly before the start of the school year! See you soon to ace your math baccalaureate exam!