プロフィール詳細

プロジェクトを作成

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Dr. Sumyea H.に依頼

Australia

Data Scientist

プロフィール概要

Highly accomplished Data Scientist with a specialisation in AI. Over 10 years of experience data analysis, statistical modelling, and discovering hidden patterns in large datasets. Proficient in leveraging advanced data mining techniques to derive actionable insights, with a proven track record of contributing to academic research and practical applications in the field.

専門分野

• ★ Predictive Modeling & Analytics
• ★ Big Data Analytics
• ★ Artificial Intelligence
• ☆ Computer Science
• ☆ Data Analysis
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Neural Networks
• ☆ Deep Learning
• ☆ Data Security
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ R

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing Technical Writing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Data Visualization, Big Data Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Course Facilitator

University of Bath

3月 2022 - 9月 2024

Post-graduate Research Supervisor

Univerity of BATH

9月 2022 - 9月 2023

Online Facilitator

RMIT University

8月 2022 - 10月 2022

Academic Tutor

University of South Australia

2月 2022 - 4月 2022

学歴

Doctor of Philosophy (Ph.D)

University of South Australia (UniSA)

2月 2012 - 8月 2019

Masters

The Royal Institute of Technology (KTH)

9月 2008 - 3月 2010

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray, Sumyea Helal (2019). Identifying key factors of student academic performance by subgroup discovery . International Journal of Data Science and Analytics.

Sumyea Helal, Jiuyong Li, Lin Liu, Esmaeil Ebrahimie, Shane Dawson, Duncan J. Murray, Qi Long (2018). Predicting academic performance by considering student heterogeneity . Knowledge-Based Systems.

Sumyea Helal (2016). Subgroup Discovery Algorithms: A Survey and Empirical Evaluation . Journal of Computer Science and Technology.