Sina

Price $25
Answer 1h
Students
Number of students Sina has accompanied since arriving at Superprof
1
Number of students Sina has accompanied since arriving at Superprof

$25/h

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Machine learning

PhD Student at ÉTS. More than five years of experience in Data Analysing. Teaching in English and Persian.

Machine learning

Lesson location

- online

About Sina

I have teaching experiences for years from being a Teaching Assistant at a university and instructor at a company. I am a hard-working and responsible person and I enjoy helping others by teaching, that is why I am pursuing PhD to become a professor one day. I believe that based on my background and interest, I would work productively and contribute positively as a Tutor.

About the lesson

If you already familiar with Python, the Machine Learning course plan is:

Data Preprocessing
Regression
• Simple Linear Regression
• Multiple Linear Regression
• Polynomial Regression
• Support Vector Regression SVR
• Decision Tree Regression
• Random Forest Regression
• Evaluating Regression Models Performance
Classification
• Logistic Regression
• K-Nearest Neighbors K-NN
• Support Vector Machine SVM
• Kernel SVM
• Naive Bayes
• Decision Tree Classification
• Random Forest Classification
• Evaluating Classification Models Performance
Clustering
• K-Means Clustering
• Hierarchical Clustering
Dimensionality Reduction
• Principal Component Analysis PCA
• Linear Discriminant Analysis LDA
• Kernel PCA
Model Selection Boosting
• Model Selection
• XGBoost

Or we can start from this course:
Python for Data Analysis and Visualization

PhD Student at ÉTS. More than five years of experience in Data Analysing. Teaching in English and Persian.

Lesson location

About Sina

About the lesson

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