Nael Aqel ©Profile Image
Teaching Assistant @ Correlation One
Welcome, to my portfolio.

Im an experienced electrical engineer with a passion for data science. After seven years in the engineering field, I decided to transition my career to data science in response to the COVID-19 crisis. Since then, I have been self-taught and completed professional certificates from IBM, Microsoft, and Datacamp to enhance my expertise.

As a problem-solver, Im dedicated to adding value in all situations. I have completed several freelancing projects that have allowed me to apply my skills and knowledge to practical applications, and Im committed to delivering exceptional results for any project I undertake. Recently, I developed a Python module called clean_df that helps to report, clean, and optimize Dataframes effectively.

I was also selected as a Fellow under Correlation Ones Data Science for All program, which provided me with an opportunity to hone my skills and collaborate with like-minded professionals. Im eager to contribute to high-impact projects and collaborate with others to achieve meaningful outcomes. Please explore my personal portfolio and feel free to get in touch if you have any questions or are interested in working together.

Education
    Jordan University
  • Bachelor's degree, Mechatronics, Robotics, and Automation Engineering
  • Sep 2007 - Aug 2011
  • Grade: Very Good
Certificates

Power BI Data Analyst Associate

Professional Data Scientist

Professional Data Analyst

Data Engineer Associate

Data Analyst in Tableau

Machine Learning Scientist

Python Programmer Track

Data Science for All - Jordan

Experiences
  • Teaching Assistant
  • Correlation One · Part-time
  • Apr 2023 - Present
  • Remote

  • Data Science and Analytics Blogger
  • Self-Employed
  • Jan 2023 - Present

  • Advanced Data Analytics Fellow
  • Data Science for All by Correlation One · Full-time
  • Oct 2022 - Dec 2022
  • Remote

  • Independent Data Scientist | Data Analyst
  • Upwork · Freelance
  • Jan 2022 - Jun 2022
  • Remote

  • Senior Electrical Site Engineer
  • Al Shafar United · Full-time
  • May 2017 - May 2019
  • Dubai, United Arab Emirates

  • Electrical Site Engineer
  • Reliance Electro Mechanical Plumbing Contracting Co., LLC (REMCO)
  • Feb 2014 - Apr 2017
  • Dubai, United Arab Emirates

  • Electrical Site Engineer
  • Khalid Maraqa Electromechanical Est · Full-time
  • Oct 2011 - Apr 2012
  • Amman, Jordan

My Projects

Project Name

A Network Analysis of Game of Thrones

Academic

A New Era of Data Analysis in Baseball

Academic

A Visual History of Nobel Prize Winners

Academic

Analyze International Debt Statistics

Academic

Analyze Your Runkeeper Fitness Data

Academic

Analyzing American Baby Name Trends

Academic

Analyzing NYC Public School Test Result Scores

Academic

Analyzing Online Sports Revenue

Academic

Analyzing Students' Mental Health in SQL - Unguided

Academic

Analyzing TV Data

Academic

ASL Recognition with Deep Learning

Academic

Bad Passwords and the NIST Guidelines - Guided

Academic

Bad Passwords and the NIST Guidelines - Unguided

Academic

Book Recommendations from Charles Darwin

Academic

Classify Song Genres from Audio Data

Academic

Comparing Cosmetics by Ingredients

Academic

Comparing Search Interest with Google Trends - Guided

Academic

Customer Analytics - Preparing Data for Modeling

Academic

Customer Analytics - Preparing Data for Modeling - Unguided

Academic

Disney Movies and Box Office Success

Academic

Dr. Semmelweis and the Discovery of Handwashing

Academic

Exploring the Bitcoin Cryptocurrency Market

Academic

Exploring the Evolution of Lego - Unguided

Academic

Exploring the Evolution of Linux

Academic

Exploring the History of Lego - Guided

Academic

Exploring the NYC Airbnb Market

Academic

Find Movie Similarity from Plot Summaries

Academic

Generating Keywords for Google Ads

Academic

Give Life - Predict Blood Donations

Academic

Investigating Netflix Movies and Guest Stars in The Office - Guided

Academic

Investigating Netflix Movies and Guest Stars in The Office - Unguided

Academic

Mobile Games AB Testing with Cookie Cats

Academic

Name Game - Gender Prediction using Sound

Academic

Naïve Bees - Deep Learning with Images

Academic

Naïve Bees - Predict Species from Images

Academic

Optimizing Online Sports Retail Revenue

Academic

Predicting Credit Card Approvals

Academic

Reducing Traffic Mortality in the USA

Academic

Streamlining Employee Data

Academic

The Android App Market on Google Play - Guided

Academic

The Android App Market on Google Play - Unguided

Academic

The GitHub History of the Scala Language

Academic

The Hottest Topics in Machine Learning

Academic

What and Where are the World's Oldest Businesses - Python

Academic

What and Where are the World's Oldest Businesses - SQL

Academic

When Was the Golden Age of Video Games

Academic

Which Debts Are Worth the Bank's Effort

Academic

Who Is Drunk and When in Ames, Iowa

Academic

Who's Tweeting - Trump or Trudeau

Academic

Word Frequency in Classic Novels

Academic

Writing Functions for Product Analysis

Academic

Project Name

The Global Electricity Consumption from Fossil and Renewable Energy Sources between 2009 and 2019.

Own Project

Clustering of Electricity Rates in the US.

Own Project

Analyzing Customer Segments for a Marketing Campaign.

Own Project

Analyzing the Effectiveness of Test Preparation Courses

Own Project

Academic

Project Name

Problem to Approach

Academic

From Requirements to Collection

Academic

Understanding to Preparation

Academic

Modeling to Evaluation

Academic

Project Name

Write your First Python Code

Academic

Strings project

Academic

Lists project

Academic

Tuples

Academic

Dictionaries

Academic

Sets

Academic

Conditions and Branching

Academic

Loops

Academic

Functions

Academic

ExcecptionHandling

Academic

Objects and Classes

Academic

Reading Files with Open

Academic

Writing Files with Open

Academic

LoadData - Pandas with IBM Watson Studio

Academic

Numpy1D

Academic

Numpy2D

Academic

Introduction to API

Academic

Watson Speech2Text & Language Transl API

Academic

Access REST APIs & Request HTTP

Academic

Webscraping

Academic

Working with different file formats

Academic

Project Name

Extracting Stock Data Using Python Library

Academic

Extracting Stock Data Using a Web Scraping

Academic

Final Assignment

Academic

Project Name

Connecting to a database instance

Academic

Create tables, insert & query Data

Academic

Accessing Databases with SQL magic

Academic

Analyzing a Real World Data Set

Academic

Practice Querying Real World Datasets

Academic

Final Assignment

Academic

Project Name

Importing Datasets

Academic

Data Wrangling

Academic

Exploratory Data Analysis

Academic

Model Development

Academic

Model Evaluation and Refinement

Academic

Final Assignment (House Sales in King County, US)

Academic

Project Name

Introduction to Matplotlib and Line Plots

Academic

Basic Visualization Tools (Area, Histograms, etc.)

Academic

Specialized Visualization Tools (Pie Charts, Box Plots, etc.)

Academic

Advanced Visualization Tools (Waffle Charts, Word Clouds, etc.)

Academic

Visualizing Geospatial Data

Academic

Plotly basics (scatter, line, bar, bubble, etc.)

Academic

Dash basics - HTML and core components

Academic

Add interactivity - user input and callbacks

Academic

Flight Delay Time Statistics Dashboard

Academic

Practice Assignment

Academic

Final Assignment

Academic

Project Name

Simple Linear Regression

Academic

Multiple Linear Regression

Academic

Polynomial Regression

Academic

Non-linear Regression

Academic

K-Nearest Neighbours

Academic

Decision Trees

Academic

Logistic Regression

Academic

SVM (Support Vector Machines)

Academic

k-Means Clustering

Academic

Hierarchical Agglomerative Clustering

Academic

DBSCAN Clustering

Academic

Content-based Recommendation Systems

Academic

Collaborative Filtering on Movies

Academic

Final Assignment

Academic

Project Name

Data Collection API

Academic

Data Collection with Web Scraping

Academic

Data Wrangling

Academic

EDA with SQL

Academic

EDA with Visualization

Academic

Data Visualization with Folium

Academic

Dashboard Application with Plotly Dash

Academic

Machine Learning Prediction

Academic

Thanks for visiting this page, this is the full documentation of clean-df Module. I gained most of the knowledge to build this package using the Datacamp Python Programmer track, specially Developing Python Packages course.
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