Coursera Project Network
Date de délivrance :
07-2025
Coursera Project Network
Date de délivrance :
07-2025
Exploratory Data Analysis with Seaborn
Skills: Data Analysis, Scatter Plots, Descriptive Statistics, Box Plots, Machine Learning, Correlation Analysis, Seaborn, Exploratory Data Analysis, Statistical Visualization, Pandas (Python Package), Data Science, Matplotlib
Coursera Project Network
Date de délivrance : mars 2025
PyCaret: Anatomy of Regression
Skills: Regression Analysis · PyCaret Library · Feature Engineering · Model Selection · Model Evaluation Metrics · Hyperparameter Tuning · Regression Algorithms (e.g., Linear, Ridge, Lasso) · Cross-Validation · Model Interpretation · Python for Machine Learning
Udemy
Date de délivrance : mars 2025
Python for Data Science & Machine Learning: Zero to Hero
Skills: Python Programming · Data Preprocessing · Pandas for Data Manipulation · NumPy for Numerical Computation · Data Visualization (Matplotlib, Seaborn)
Udemy
Date de délivrance : févr. 2025
Statistics with R - Intermediate Level
Skills: Advanced Data Manipulation with R · Hypothesis Testing · Regression Analysis · ANOVA (Analysis of Variance) · Time Series Analysis · Statistical Modeling · R Programming for Statistical Analysis · Data Visualization with ggplot2 · Multivariate Analysis
Udemy
Date de délivrance : févr. 2025
Time Series Analysis and Forecasting
Skills: Machine Learning Operations (MLOps) · Economic Modeling · Data Analysis · R Studio · Python
Udemy
Date de délivrance : janv. 2025
Excel PowerPivot - Excel Data Analysis & DAX for Beginners
Skills: Excel Data Analysis · PowerPivot · Data Analysis Expressions (DAX)
Udemy
Date de délivrance : janv. 2025
Statistics with R - Advanced Level
Skills: Regression Testing · Data Analysis · Analysis of Variance (ANOVA) · Statistical Modeling · R Studio
impact.com
Date de délivrance : août 2024
CERTIFICATION EXAM: Affiliate and Partnerships Industry – Fundamentals
Skills : Understanding Affiliate Marketing Models - Partnership Strategy Development - Tracking and Analytics - Compliance and Regulations - Optimizing Affiliate Performance - Communication and Negotiation
Date de délivrance : août 2024
Foundations: Data, Data, Everywhere
Skills: Data Collection · Data Cleaning · Data Analysis · Data Interpretation · Data Visualization · Data Management
Academic Network for Development Dialogue
Date de délivrance : août 2024
Research Fundamentals for Early Researchers and Advanced Students in the Arab World
Skills: Research Methodology · Literature Review · Data Collection Techniques · Statistical Analysis · Critical Thinking · Academic Writing
OpenLearn Create
Date de délivrance : juil. 2024
Fundamentals of Computable General Equilibrium Modeling
Skills: CGE · GAMS · Cornerstone CGE · UNI-CGE model
Coursera Project Network
Date de délivrance : juin 2024
Construct Stock Market Indices
Skills: Stock Market Analysis · Index Construction · Financial Data Analysis · Time Series Analysis · Portfolio Management · Statistical Modeling
Coursera Project Network
Date de délivrance : juin 2024
Google Data Studio - Création de Tableaux de Bords Interactifs
Skills: Google Data Studio · Data Visualization · Interactive Dashboards · Data Integration · Reporting Tools · Data Analysis
Coursera Project Network
Date de délivrance : juin 2024
Machine Learning Pipelines with Azure ML Studio
Skills: Azure ML Studio · Machine Learning Pipelines · Data Preprocessing · Model Training · Model Deployment · Automation in Machine Learning
DeepLearning.AI, Stanford University
Date de délivrance : juin 2024
Machine Learning Specialization
Skills: Machine Learning Algorithms · Supervised Learning · Unsupervised Learning · Model Evaluation · Neural Networks · Deep Learning · Feature Engineering · Model Deployment
University of California, Irvine
Date de délivrance : juin 2024
Word Forms and Simple Present Tense
Skills: Word Forms · Simple Present Tense · Verb Conjugation · Sentence Structure · Grammar Rules · Subject-Verb Agreement
Coursera Project Network
Date de délivrance : mai 2024
Basic Image Classification with TensorFlow
Skills: TensorFlow · Image Classification · Neural Networks · Convolutional Neural Networks (CNNs) · Data Preprocessing · Model Training · Model Evaluation
Coursera Project Network
Date de délivrance : mai 2024
Data Visualization using Plotnine and ggplot
Skills: Plotnine · ggplot · Data Visualization · Data Plotting · Statistical Graphs · Aesthetics in Visualization · Python Visualization Libraries
Coursera Project Network
Date de délivrance : mai 2024
Overview of Data Visualization
Skills: Data Visualization Techniques · Chart Types · Data Interpretation · Visual Storytelling · Data Cleaning for Visualization · Visualization Tools · Design Principles for Visuals
IBM
Date de délivrance : déc. 2023
Big Data Foundations - Level 1
Skills: Big Data Concepts · Data Storage Solutions · Data Processing Frameworks · Distributed Computing · Hadoop · NoSQL Databases
Coursera
Date de délivrance : juil. 2022
Data Visualization using Plotly
Skills: Plotly · Interactive Data Visualization · Graphing Techniques · Data Plotting
Coursera
Date de délivrance : juil. 2022
Statistical Data Visualization with Seaborn From UST
Skills: Seaborn · Statistical Data Visualization · Data Plotting · Python Visualization Libraries · Data Exploration · Correlation Analysis · Distribution Plots
Laboratoire des Sciences Economiques et Politiques Publiques
Date de délivrance : juin 2022
Evaluation d'impact : théories et pratiques
Skills: Impact Evaluation · Evaluation Theories · Research Methods · Data Collection Techniques · Program Assessment · Quantitative and Qualitative Analysis · Impact Metrics · Reporting and Communication
Coursera
Date de délivrance : mai 2022
Portfolio Optimization using Markowitz Model
Skills: Portfolio Optimization · Markowitz Model · Risk-Return Analysis · Asset Allocation · Modern Portfolio Theory · Diversification · Financial Modeling · Quantitative Analysis
International Monetary Fund
Date de délivrance : avr. 2022
PROGRAMMATION ET POLITIQUES FINANCIÈRES, DEUXIÈME PARTIE : CONCEPTION DES PROGRAMMES
Skills: Financial Programming · Program Design · Financial Policies · Budgeting Techniques · Economic Modeling · Policy Analysis · Decision-Making Frameworks · Financial Risk Management
Coursera
Date de délivrance : avr. 2022
Portfolio Diversification using Correlation Matrix
Skills: Portfolio Diversification · Correlation Matrix · Risk Management
IDEP - African Institute for Economic Development and Planning
Date de délivrance : janv. 2022
FONDAMENTAUX POLITIQUE BUDGETAIRE
Skills: Budgetary Policy · Fiscal Policy · Financial Planning · Public Finance Management · Government Budgeting · Economic Forecasting · Resource Allocation · Financial Decision-Making
International Monetary Fund
Date de délivrance : janv. 2022
PROGRAMMATION ET POLITIQUES FINANCIÈRES, PREMIÈRE PARTIE : ANALYSE DES COMPTES MACROÉCONOMIQUES
Skills: Macroeconomic Accounts Analysis · Financial Programming · Economic Indicators · National Accounts · Fiscal Analysis · Economic Modeling · Budget Analysis · Public Finance
International Monetary Fund
Date de délivrance : janv. 2022
PROGRAMMATION ET POLITIQUES FINANCIÈRES, PREMIÈRE PARTIE : ANALYSE DES COMPTES MACROÉCONOMIQUES
Skills: Macroeconomic Accounts Analysis · Financial Programming · Economic Indicators · National Accounts · Fiscal Analysis · Economic Modeling · Budget Analysis · Public Finance
Udemy
Date de délivrance : juil. 2021
Python 3 Course: The Complete Guide (Step by Step)
Skills: Python Syntax · Data Types and Variables · Control Flow (if, for, while) · Functions and Modules · Object-Oriented Programming (OOP) · Exception Handling · File Input/Output · Libraries (e.g., NumPy, pandas) · Data Structures (Lists, Tuples, Dictionaries) · Debugging and Testing
IBM
Date de délivrance : juil. 2021
Skills: Artificial Intelligence Concepts · Machine Learning Basics · Neural Networks · Algorithms and Models · Data Preprocessing · AI Applications · Problem-Solving Techniques · Supervised and Unsupervised Learning · Ethical AI · AI Tools and Frameworks
IBM
Date de délivrance : juil. 2021
Skills: Artificial Intelligence Concepts · Machine Learning Basics · Neural Networks · Algorithms and Models · Data Preprocessing · AI Applications · Problem-Solving Techniques · Supervised and Unsupervised Learning · Ethical AI · AI Tools and Frameworks
Alison
Date de délivrance : juil. 2021
Government Economic Policy - Introduction
Skills: Economic Policy Analysis · Government Budgeting · Fiscal Policy · Monetary Policy · Economic Growth Strategies · Public Finance Management · Policy Implementation
Udemy
Date de délivrance : juil. 2021
Learn Python From Scratch - Basic to Advance
Skills: Python Syntax · Data Types and Variables · Control Flow (if, for, while) · Functions and Modules · Object-Oriented Programming (OOP) · Exception Handling · File Handling · Libraries (e.g., NumPy, pandas) · Data Structures (Lists, Tuples, Dictionaries)
Udemy
Date de délivrance : juil. 2021
The Data Science Certification Course
Skills: Data Science Concepts · Data Cleaning and Preprocessing · Statistical Analysis · Machine Learning Algorithms
Udemy
Date de délivrance : juil. 2021
The Hands On Machine Learning Course
Skills: Machine Learning Concepts · Supervised Learning · Unsupervised Learning · Neural Networks · Model Evaluation · Feature Engineering · Data Preprocessing
Udemy
Date de délivrance : juin 2021
Complete Linear Regression Analysis in Python
Skills: Linear Regression · Python for Data Analysis · Model Building · Data Preprocessing · Statistical Analysis · Scikit-learn · Feature Selection
Coursera
Date de délivrance : sept. 2020
Introduction to Topic Modeling for Business
Skills: Topic Modeling · Natural Language Processing (NLP) · Text Mining · Latent Dirichlet Allocation (LDA) · Feature Extraction · Unsupervised Learning · Data Preprocessing · Business Intelligence · Text Data Analysis · Sentiment Analysis
Udemy
Date de délivrance : sept. 2020
Skills: Python Syntax · Variables and Data Types · Control Flow (if, for, while) · Functions and Methods · Lists and Tuples · Dictionaries and Sets · Input/Output Handling
Certiprof
Émise le août 2020 · Expire le août 2022
Skills: Self-Directed Learning · Critical Thinking · Time Management · Adaptability · Problem-Solving · Research Skills · Goal Setting · Continuous Improvement
Udemy
Date de délivrance : août 2020
The Python 3 Certification Course
Skills: Python Syntax · Data Types and Variables · Control Flow (if, for, while) · Functions and Modules · Object-Oriented Programming (OOP) · Exception Handling · File Handling · Libraries (e.g., NumPy, pandas) · Data Structures (Lists, Tuples, Dictionaries)
IBM
Date de délivrance : juil. 2020
Data Science & Analytics Intro
Skills: Data Science Concepts · Data Analytics Techniques · Data Cleaning and Preprocessing · Statistical Analysis · Machine Learning Basics · Data Visualization · Exploratory Data Analysis (EDA) · Big Data Fundamentals · Python for Data Science · Business Intelligence
Coursera
Date de délivrance : juin 2020
COVID19 Data Analysis Using Python
Skills: Data Cleaning · Data Visualization · Pandas for Data Analysis · Time Series Analysis · Statistical Analysis
Coursera
Date de délivrance : juin 2020
Linear Regression with NumPy and Python
Skills: Linear Regression · NumPy for Data Manipulation · Python for Data Analysis · Model Implementation · Data Preprocessing · Statistical Analysis · Gradient Descent · Regression Metrics · Visualization of Regression Results · Predictive Modeling
Coursera
Date de délivrance : juin 2020
Linear Regression with NumPy and Python
Skills: Linear Regression · NumPy for Data Manipulation · Python for Data Analysis · Model Implementation · Data Preprocessing · Statistical Analysis · Gradient Descent · Regression Metrics · Visualization of Regression Results · Predictive Modeling
Coursera
Date de délivrance : mai 2020
Data Science Foundations Specialist
Skills: Data Science Concepts · Data Cleaning and Preprocessing · Exploratory Data Analysis (EDA) · Statistical Analysis · Machine Learning Basics · Data Visualization · Big Data Fundamentals · Feature Engineering
IBM
Date de délivrance : mai 2020
Machine Learning with Python - Level 1
Skills: Machine Learning Basics · Supervised Learning · Unsupervised Learning · Data Preprocessing · Model Evaluation · Feature Engineering · Scikit-learn · Regression and Classification · Clustering Techniques
IBM
Date de délivrance : avr. 2020
Applied Data Science with Python - Level 2
Skills: Data Science Applications · Advanced Data Analysis · Machine Learning with Python · Data Visualization · Feature Engineering
IBM
Date de délivrance : avr. 2020
Skills: Data Cleaning · Data Wrangling · Exploratory Data Analysis (EDA) · Pandas for Data Analysis · NumPy for Numerical Computing
Acclaim Badging
Date de délivrance : avr. 2020
Skills: Problem Definition · Data Collection · Data Cleaning and Preprocessing · Exploratory Data Analysis (EDA) · Feature Engineering · Model Selection and Evaluation · Data Visualization · Machine Learning Algorithms · Model Deployment
IBM
Date de délivrance : avr. 2020
Skills: Python Syntax · Data Cleaning and Preprocessing · Pandas for Data Manipulation · NumPy for Numerical Computation · Data Visualization (Matplotlib, Seaborn)
University of Pennsylvania
Date de délivrance : mars 2020
Fundamentals of Quantitative Modeling
Skills: Quantitative Analysis · Mathematical Modeling · Statistical Methods · Data Analysis Techniques · Optimization Methods · Financial Modeling · Probability Theory · Regression Analysis · Sensitivity Analysis · Simulation Techniques
Acclaim Badging
Date de délivrance : mars 2020
Open Source Tools for Data Science
Skills: Data Science Tools · Python Libraries (e.g., Pandas, NumPy, Scikit-learn) · R for Data Science · Jupyter Notebooks · Apache Hadoop · Apache Spark · TensorFlow · Git and GitHub · Data Visualization Tools (e.g., Matplotlib, Seaborn) · SQL for Data Analysis
Acclaim Badging
Date de délivrance : févr. 2020
Python for Data Science and AI
Skills: Python for Data Science · Data Analysis with Pandas · Machine Learning with Scikit-learn · NumPy for Numerical Computation · Data Visualization with Matplotlib and Seaborn
Acclaim Badging
Date de délivrance : janv. 2020
Skills: Data Cleaning · Data Wrangling · Pandas for Data Manipulation · NumPy for Numerical Analysis · Exploratory Data Analysis (EDA) · Data Visualization with Matplotlib and Seaborn · Statistical Analysis · Data Preprocessing · Feature Engineering · Machine Learning Basics
Acclaim Badging
Date de délivrance : janv. 2020
Skills: Data Science Concepts · Data Exploration · Statistical Analysis · Data Cleaning and Preprocessing · Machine Learning Basics
The State University of New York
Date de délivrance : janv. 2020
Practical Time Series Analysis
Skills: Time Series Data · Data Preprocessing for Time Series · Trend Analysis · Seasonal Decomposition · Autocorrelation · Forecasting Models (e.g., ARIMA)
IBM
Date de délivrance : janv. 2020
Skills: Data Analysis · Statistical Modeling · Machine Learning · Data Preprocessing · Data Visualization · Big Data Techniques · Data Mining · Python and R Programming · Predictive Modeling · Data Wrangling
Saylor Academy
Date de délivrance : déc. 2019
Skills: Descriptive Statistics · Probability Theory · Data Distribution · Hypothesis Testing · Inferential Statistics · Sampling Methods
Saylor Academy
Date de délivrance : déc. 2019
MA121: Introduction to Statistics
Skills: Descriptive Statistics · Probability Distributions · Hypothesis Testing · Confidence Intervals · Sampling Techniques · Correlation and Regression · Data Visualization · Central Tendency (Mean, Median, Mode) · Variability (Range, Variance, Standard Deviation) · Statistical Inference
Coursera
Date de délivrance : nov. 2019
Skills: Data Cleaning · Data Wrangling · Pandas for Data Manipulation · NumPy for Numerical Computation · Exploratory Data Analysis (EDA) · Data Visualization (Matplotlib, Seaborn) · Statistical Analysis · Data Preprocessing · Feature Engineering · Machine Learning Basics
Wesleyan University
Date de délivrance : oct. 2019
Data Management and Visualization
Skills: Data Cleaning and Preprocessing · Data Wrangling · Data Visualization Techniques · Data Management Tools (e.g., SQL, Excel) · Visualization Libraries (e.g., Matplotlib, Seaborn, Plotly) · Data Modeling · Descriptive Statistics · Dashboard Creation
Erasmus Universiteit Rotterdam
Date de délivrance : sept. 2019
Econometrics: Methods and Applications
Skills: Econometric Modeling · Statistical Analysis · Regression Techniques · Time Series Analysis · Hypothesis Testing · Data Preprocessing · Instrumental Variables · Panel Data Analysis · Econometric Software (e.g., R, Stata)
Institut Mines-Télécom (IMT)
Date de délivrance : juin 2019
Skills: Statistique descriptive · Estimation de paramètres · Tests d'hypothèses · Analyse de variance (ANOVA) · Régression linéaire
Université Paris-Sud
Date de délivrance : déc. 2018
Introduction à la statistique avec R
Skills: Statistique descriptive · Analyse de données avec R · Régression linéaire · Tests d'hypothèses · Visualisation de données (ggplot2) · Statistique inférentielle · Modélisation statistique avec R · Analyse de variance (ANOVA) · Manipulation de données avec dplyr · Utilisation de packages R pour la statistique