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Sina
- Rate RM73
- Response 1h
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Number of students accompanied by Sina since their arrival at Superprof
Number of students accompanied by Sina since their arrival at Superprof
RM73/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
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.
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About the lesson
- Primary
- Secondary
- SPM
- +7
levels :
Primary
Secondary
SPM
Adult education
Masters
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
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
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Rates
Rate
- RM73
Pack rates
- 5h: RM367
- 10h: RM734
online
- RM73/h
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