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Salma AZIZ

Salma AZIZ

Data Science Instructor & Mentor

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Technologies

My Portfolio Highlights

My New Track

Python Fundamentals

My New Course

Introduction to Python

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

My Work

Take a look at my latest work.

track

Python Fundamentals

course

Introduction to Relational Databases in SQL

course

Python Data Science Toolbox (Part 2)

course

Python Data Science Toolbox (Part 1)

course

Unsupervised Learning in Python

course

Understanding Machine Learning

course

Cleaning Data in Python

course

Object-Oriented Programming in Python

course

NoSQL Concepts

course

Supervised Learning with scikit-learn

course

Introduction to Statistics

course

Introduction to SQL

course

Introduction to Docker

course

Introduction to Python

course

Intermediate Python

workspace

Introduction to SQL

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

Women AI Academy | Feb 2023 - Present

Data Scientist Instructor & Mentor

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
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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

Salma AZIZ

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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