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Tram Nguyen

Tram Nguyen



University of Economics and Laws


My Portfolio Highlights

My New Track

Associate Data Analyst in SQL (previously Data Analyst in SQL)

My New Track

SQL for Business Analysts

My New Track

Data Analyst

Proactive and Responsible Data painter

My Work

Take a look at my latest work.


Exploratory Data Analysis in SQL


Data Manipulation in SQL


Reporting in SQL


Applying SQL to Real-World Problems


Data-Driven Decision Making in SQL


Intermediate SQL

My Certifications

These are the industry credentials that I’ve earned.

Data Analyst Associate

Data Analyst Associate

Data Analyst Professional

Data Analyst Professional

Data Literacy

Data Literacy

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

University of Economics and Law | May 2023 - Present

Externship - Data analyst

The case study pertains to the e-commerce industry, with a dataset of approximately 6500 rows. The goal is to optimize profit based on historical data and propose suitable business strategies. - Researching and comprehending the business context and situation; - Identifying and selecting appropriate business metrics; - Conducting exploratory data analysis (EDA) on the dataset; - Utilizing Python and Power BI to uncover significant insights and develop actionable reports; - Proposing cost optimization solutions that increase platform profits.
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ITB CLUB | Nov 2021 - Jul 2022

Organizer of National Business Intelligence VI - Chief of Academic Department

Business Intelligence is a nationwide competition aimed at enhancing university students' BI knowledge and honing their data analysis skills. The competition drew over 800 participants, with the invaluable support of Lecturers, expert advisors, and specialist sponsors: - Plan and manage academic aspects of the competition: specialization and software; - Support in preparing academic materials and organizing BI workshops, and training sessions; - Develop the Business Intelligence group with over 1500 members; Therefore, I have developed my skills, knowledge, and passion for data analysis, as well as honed my leadership skills. Reference Link: https://www.facebook.com/itbclub.uel/posts/ pfbid0RuGB5WuynLpcjv9bnfDWdj6GPs8KwmdvzMrMeKq4KZ3Hx4tq3kMcZtk6D48tFSqzl

University of Economics and Law | Jul 2020 - May 2022

Scientific Researcher - Co-author of Scientific Journal

Journal: Customer experience discovery model based on sentiment analysis and machine learning method We collected over 935,000 lines of data from user comments on four popular e-commerce apps. After pre-processing the data, we built a sentiment classification model using four machine learning methods: Naive Bayes, SVM, Random Forest, and Logistic Regression. The experiment accurately categorized positive and negative views with 91% accuracy. Based on our findings, we analyzed market trends, explored customers’ interests to develop effective product and service development strategies. My Primary responsibilities: - Conduct studies related to surveys; - Analyze and synthesize knowledge to propose research methods and models; - Discuss insights from charts and propose suggestions based on the results.

My Education

Take a look at my formal education

Bachelor's degree in EcommerceUniversity of Economics and Law | 2024

About Me

Tram Nguyen

I am a highly self-motivated, active and responsible individual with a genuine passion for researching and analyzing data to create insightful stories. With my expertise, I am skilled at clearly communicating complex data insights to stakeholders.

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