Sina

Rate €16
Response 1h
Students
Number of students Sina has accompanied since arriving at Superprof
1
Number of students Sina has accompanied since arriving at Superprof

€16/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

Rates

Rate

€16

Pack prices

5h: €80
10h: €160

online

€16/h

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

Rates

Rate

Pack prices

online

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