Emmanuel Kanati

Data Science Portfolio

Hi I'm Emmanuel, and I'm a Data Scientist. I invite you to explore my Data Science portfolio, showcasing interesting projects with a profound emphasis on driving significant business impact. Please visit my Github & LinkedIn pages (or download my CV) by using the links below!

Tags in Projects

AB Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Association Rule Learning

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

CNN

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Causal Impact Analysis

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Chi-Square

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Classification

Predicting Employee Churn Using ML | 19 minute read

Enhancing Targeting Accuracy Using ML (Classification) | 54 minute read

Clustering

The "You Are What You Eat" Customer Segmentation(K-Means Clustering) | 14 minute read

Computer Vision

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Customer Loyalty

Predicting Customer Loyalty Using ML (Regression) | 36 minute read

Customer Segmentation

The "You Are What You Eat" Customer Segmentation(K-Means Clustering) | 14 minute read

Customer Targeting

Enhancing Targeting Accuracy Using ML (Classification) | 54 minute read

Data Science

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Data Viz

Earthquake Tracking Dashboard Using Tableau | less than 1 minute read

Netflix Database Analysis Dashboard Using Tableau | less than 1 minute read

Beijing Air Quality Dashboard Using Power BI | less than 1 minute read

Deep Learning

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Employee Churn Prediction

Predicting Employee Churn Using ML | 19 minute read

HR Analytics

Predicting Employee Churn Using ML | 19 minute read

Hypothesis Testing

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Machine Learning

Predicting Customer Loyalty Using ML (Regression) | 36 minute read

Predicting Employee Churn Using ML | 19 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation(K-Means Clustering) | 14 minute read

Enhancing Targeting Accuracy Using ML (Classification) | 54 minute read

PCA

Compressing Feature Space For Classification Using PCA | 12 minute read

Power BI

Beijing Air Quality Dashboard Using Power BI | less than 1 minute read

Primes

Finding Prime Numbers with Python | 8 minute read

Python

Understanding Alcohol Product Relationships Using Association Rule Learning | 15 minute read

Predicting Customer Loyalty Using ML (Regression) | 36 minute read

Assessing Campaign Performance Using Chi-Square Test For Independence | 13 minute read

Predicting Employee Churn Using ML | 19 minute read

Quantifying Sales Uplift With Causal Impact Analysis | 15 minute read

Fruit Classification Using A Convolutional Neural Network | 48 minute read

Compressing Feature Space For Classification Using PCA | 12 minute read

The "You Are What You Eat" Customer Segmentation(K-Means Clustering) | 14 minute read

Creating An Image Search Engine Using Deep Learning | 15 minute read

Enhancing Targeting Accuracy Using ML (Classification) | 54 minute read

Finding Prime Numbers with Python | 8 minute read

Regression

Predicting Customer Loyalty Using ML (Regression) | 36 minute read

Tableau

Earthquake Tracking Dashboard Using Tableau | less than 1 minute read

Netflix Database Analysis Dashboard Using Tableau | less than 1 minute read