This badge was issued to Giang Nguyễn Hồng
Date issued: April 18, 2025

Certificate of completion Machine Learning
Issued by FSDS Team
This course provides a comprehensive introduction to Machine Learning, covering essential algorithms, techniques, and real-world applications. Learners will learn classic ML algorithms like Linear Regression, Logistic Regression, and SVM, as well as advanced concepts like Feature Engineering, SMOTE, and Explainable AI. The curriculum emphasizes hands-on practice with Python and popular ML libraries.
Certification
Skills
Machine Learning
Linear Regression
Logistic Regression
Softmax Regression
KNN
Naive Bayes
SVM
Random Forest
Ensemble Learning
Feature Engineering
SMOTE
Explainable AI
LIME
SHAP
K-Means
DBSCAN
PCA
LDA
Python
NumPy
Pandas
Matplotlib
Scikit-learn
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