1st lesson free
Aria's profile, qualifications and contact details have been verified by our experts
Aria
- Rate S$50
- Response 1h
S$50/h
Contact
1st lesson free
- Maths
- Statistics
- Logic
- Algorithms
Mathematics with 8 years of experience, covering probability distributions, expected value, variance, and stochastic processes for data science.
- Maths
- Statistics
- Logic
- Algorithms
Lesson location
About Aria
Mathematics tutor with 8 years of experience teaching college and graduate students. Have taught around 270 students, helping many excel in probability and statistics courses. I am known for clear explanations and practical applications. I provide comprehensive notes, datasets, and practice questions. I am patient and adapt to each student's pace. Many of my students have successfully applied these concepts in their research and professional work.
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About the lesson
- Primary
- Secondary
- Adult education
- +4
levels :
Primary
Secondary
Adult education
Bachelor
Masters
Diploma
Doctorate
- English
All languages in which the lesson is available :
English
My teaching approach for Mathematics is focused on probability and statistics with practical applications in data science. I cover discrete and continuous probability distributions in depth, including Binomial, Poisson, Normal, Exponential, and Uniform distributions, with derivations, properties, and applications. I teach expected value, variance, standard deviation, and moments with real-world examples like financial risk assessment and quality control. I cover joint distributions, conditional probability, and covariance. I then introduce stochastic processes, including Markov chains, transition matrices, and applications in modeling real-world systems like weather prediction and stock market behavior. I use case studies from data science and machine learning to show how these concepts are applied. I provide step-by-step derivations, solved examples, and practice problems. I assign homework that includes both theoretical questions and data analysis exercises. I conduct weekly tests and provide feedback. I maintain a progress log and offer extra help for difficult topics. My goal is to prepare you for careers in data science, analytics, and research.
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Rates
Rate
- S$50
Pack rates
- 5h: S$250
- 10h: S$500
online
- S$50/h
free lessons
This first lesson is free to allow you to get to know your teacher so that they can best meet your needs.
- 1hr
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