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!

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!

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!

Hello high school students! My name is Soufiane, Master's in Data Science & AI. I offer 100% NSI (Digital Science and Technology) courses: - Python (variables, functions, lists, dictionaries, OOP) - Algorithms (sorting, searching, complexity, divide & conquer) - Recursion (recursive functions, stacks, trees) - Databases (SQL, relational models, queries) - Architecture (systems, networks, protocols) - Web (HTML/CSS/JS, Flask, client-server) - Baccalaureate projects (subject 0, assessed mini-projects, clean code) - Past papers & practice exams (2024/2025 step-by-step solutions) Objective: BAC NSI > 16/20 (written exam + project) - Enhanced Parcoursup (specializations, engineering schools) - Complete mastery of the program Why me ? 100% interactive course: live coding, debugging... Professional supports: algo sheets, Python/SQL templates, PDF reports Flexible hours: evenings, weekends, holiday internships 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 before the start of term! See you soon to ace your NSI exams!

Hello to all motivated post-baccalaureate students (computer science degree, BUT, preparatory classes, engineering schools, career change)! My name is Soufiane, I have a master's degree in Data Science & AI. Specializing in programming and development, I offer customized private lessons in: Python (basics, OOP, data structures, real-world projects), Java (advanced OOP, interfaces, project management), R (data analysis, packages, visualization), C (pointers, memory, system algorithms), SQL (complex queries, joins, optimization), Databases (MySQL, PostgreSQL, normalization), HTML/CSS (static web, responsive design, best practices), Algorithms & Data Structures (complexity, trees, graphs), Real-world projects (mini-apps, scripts, websites) Levels: L1/L2/L3 Computer Science, BUT, ATS/TI preparatory classes, Engineering schools (INSA, EPITA, etc.), Career change Why my courses? - 100% practical courses: hands-on exercises, projects, live debugging - Resources provided: OOP worksheets, Java templates, R/C cheat sheets, solved exercises - Flexible hours: evenings, weekends, holidays - At home (Cergy, Pontoise, Sarcelles – free < 15 km) or 100% remote (Zoom + screen sharing) - Invoices issued Immediate availability – Limited places Contact me by message to schedule an appointment. Respond quickly, I'm only taking a maximum of 8 students to guarantee quality! See you soon to boost your dev skills!