Emmanuel Kanati

Data Science Portfolio

Hi, I'm Emmanuel, a Data Science and Business Intelligence Professional. I leverage tools like Python, SQL, Excel, Tableau, and Power BI to analyse large datasets and create impactful visualisations and reports. My expertise spans various machine learning techniques, including supervised and unsupervised learning, enabling me to extract valuable insights from complex data. With strong project management skills, I excel in managing projects and effectively communicating findings to stakeholders, driving informed decision-making. Explore my Data Science portfolio to see projects focused on delivering significant business impact. Connect with me on LinkedIn!

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 Integrity

Transforming Nashville Housing Data - A SQL Approach to Insightful Analysis | 10 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

EDA

Transforming Nashville Housing Data - A SQL Approach to Insightful Analysis | 10 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

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

Regression

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

SQL

Transforming Nashville Housing Data - A SQL Approach to Insightful Analysis | 10 minute read

Tableau

Earthquake Tracking Dashboard Using Tableau | less than 1 minute read

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