Data analysis/ Data engineering Bootcamp - Conduct interactive courses and workshops on various topics related to machine learning, including supervised algorithms (e.g., linear regression, decision trees) and unsupervised algorithms (e.g., clustering, dimensionality reduction) - Mentor and guide students in practical application of data visualization, Python programming, SQL querying, Machine Learning, and ETL pipelines - Provide feedback and recommendations on best practices and data modeling techniques through code and project review - Collaborate with instructors to develop and refine curriculum content, ensuring alignment with course learning objectives

INRIA-CAPSID TEAM | Apr 2020 - Sep 2020

Data Scientist

Tracer study of patients suffering from anti-phospholipid syndrome: - Identification and collection and preparing of data needed for the study - Development of a Shiny application to assist medical experts in analyzing patient follow-up - Visualization of patient flows unsing Sankey diagrams - Pattern Mining: Analysis and extraction of frequent sequences from individual patient trajectories Covid-19 Data Analysis : - Collection and preparation of Covid-19 data from France (SI-DEP) - Visualization of Covid data using Sankey diagrams according to several socio-economic criteria: gender, age, region

OCP Group - Trading Room | Feb 2019 - Jun 2019

Data Scientist

Study of the behavior of the net asset values of UCITS : - Financial market analysis using the Capital Asset Pricing Model (CAPM) - Time series modeling using ARMA(p,q) models and prediction of the return of each UCITS

My Education

Take a look at my formal education

University Degree in Student EntrepreneurUniversity of Lorraine | 2022

Master Degree in Data ScienceUniversity of Lorraine | 2020

Engineer Diploma in Statistics and Applied EconomicsNational Institute of Statistics and Applied Economics (INSEA) | 2019

Preparatory classes for engineering schools in Mathematics – Physics and Engineering ScienceCPGE | 2015

About Me

Skilled Data Scientist with expertise in machine learning, and statistical modeling, seeking opportunities to apply skills in industry or academia for impactful projects. Excellent communicator, adaptable, and effective in teams or independently

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Salma AZIZ

Data Science Instructor & Mentor

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Python Fundamentals

Introduction to Python

Python Fundamentals

Quantitative navigator, guiding decision-makers through the sea of data.

My Work

Python Fundamentals

Introduction to Relational Databases in SQL

Python Data Science Toolbox (Part 2)

Python Data Science Toolbox (Part 1)

Unsupervised Learning in Python

Understanding Machine Learning

Cleaning Data in Python

Object-Oriented Programming in Python

NoSQL Concepts

Supervised Learning with scikit-learn

Introduction to Statistics

Introduction to SQL

Introduction to Docker

Introduction to Python

Intermediate Python

Introduction to SQL

Python Fundamentals

DataCamp Course Completion

Courses

Courses

Tracks

Projects

My Work Experience

Women AI Academy | Feb 2023 - Present

Data Scientist Instructor & Mentor

INRIA-CAPSID TEAM | Apr 2020 - Sep 2020

Data Scientist

OCP Group - Trading Room | Feb 2019 - Jun 2019

Data Scientist

My Education

About Me