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NUS Machine Learning
Supervised/unsupervised learning, neural networks, model evaluation
SUSS Data Analytics with Python
Pandas, data cleaning, EDA, statistical analysis, visualization
NTU Machine Learning
Classification, regression, clustering, ensemble methods
NUS Mining Web Data for Business
NLP, sentiment analysis, web scraping, text mining
SUSS Data Visualization
Tableau, matplotlib, seaborn, interactive dashboards
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ETL pipelines, Apache Spark, data warehousing
Machine Learning
Deep Learning & Neural Networks
Natural Language Processing
Data Visualization
Statistical Analysis
Big Data Engineering
Computer Vision
Recommender Systems
Time Series Forecasting
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