Machine Learning Information Technology

Contact

Education

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Phone

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Email

github.com/gumbbb

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Tran Nguyen Tuan Anh

M a c h i n e L e a r n i n g I n t e r n

As an Information Technology student specializing in Information Technology and currently in my second year at VNUHCM - University of Information Technology, I am well-equipped with technical skills and a strong academic foundation. I am fueled by my passion for artificial intelligence and machine learning. With a strong desire to push boundaries and explore new frontiers, I am driven to go beyond the limits and make significant advancements in this exciting field. I am actively taking steps to improve and with my strong desire to gain more practical experience to become a professional machine learning engineer. Course Projects

Data Preparation: Crawl 6000 newspapers from Vnexpress website. Exploratory data analysis: Use Matplotlib, and Seaborn to gain insights into the distribution, patterns, and characteristics of the data. Preprocessing Data: Remove unwanted characters, special symbols, and HTML tags; normalize the data by converting it to lowercase, remove extra whitespace; convert the text into a numerical representation using word embedding techniques like TF-IDF. Modeling: Building three different models: Support Vector Machine, Linear Classifier and Naive Bayes, using Scikit-learn library.

Evaluation: Evaluate the performance of the trained model using accuracy, recall, precision, F1-score.

Exploratory data analysis: Use libraries such as Pandas, Matplotlib, and Seaborn. Data Preprocessing: Preprocess the data by handling missing values, use multiple ways like Pandas or Scikit-Learn.

Feature Engineering: Use Regex and Python functions to extract meaningful attributes, create new features and transform categorical data into numerical. Modeling: Build two different models Decision Tree and Logistic Regression, using Scikit-learn library.

Hyperparameter Tuning: Fine-tune the model by adjusting its hyperparameters using grid-search.

Evaluation: Evaluate the performance using accuracy, recall, precision, F1-score VNEXPRESS NEWS CLASSIFICATION

TITANIC MACHINE LEARNING KAGGLE COMPETITION

2023

2023

Machine Learning Specialization by DeepLearning.AI Certificate

Bachelor Degree, Information Technology

Major

Luong The Vinh High School for

the Gifted

University of Information

Technology - VNUHCM

2018 - 2021

2021 - 2025

TEAMWORK

PRESENTATION

PROBLEM SOLVING

CREATIVITY

English

Japanese

Skills

Language

Technical Skills

linkedin.com/in/tuananh-trng/

Github

Machine Learning

Python

Natural Language Processing

SQL

C++

Tools, Libraries: Git/Github, Pandas, Numpy, Matplotlib, Seaborn, Scikit-Learn, Tensorflow, NLTK, Underthesea, BeautifulSoup, Requests

Vietnamese

Volunteering

Imagine Philharmonic Orchestra (IPO) Organization - "Dear Ghibli, my friend" Concert

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