1st lesson free
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Christine
- Rate R648
- Response 1h
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Students1
Number of students Christine has accompanied since joining Superprof
Number of students Christine has accompanied since joining Superprof
R648/h
Contact
1st lesson free
- Algebra
- Trigonometry
- Arithmetic
- Geometry
- Maths Logic
Algebra with 10 years of experience, covering advanced matrix theory, singular value decomposition, and applications in machine learning and data science.
- Algebra
- Trigonometry
- Arithmetic
- Geometry
- Maths Logic
Lesson location
About Christine
Algebra tutor with 10 years of experience teaching university and graduate students. Have taught around 300 students, helping many excel in advanced matrix theory and its applications. I am known for clear explanations and practical applications. I provide comprehensive notes, problem sets, and code examples. I am available for research guidance and advanced study preparation.
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About the lesson
- Primary
- Secondary
- Matric/GCSE
- +8
levels :
Primary
Secondary
Matric/GCSE
AS Level
A Level
BTech
Adult education
Undergraduate
Masters
Diploma
Doctorate
- English
Languages in which the lesson is available :
English
My teaching approach for Algebra is centered on advanced matrix theory and its applications in data science. I begin with eigenvalues and eigenvectors, including diagonalization and properties. I teach singular value decomposition (SVD), including derivations and applications in dimensionality reduction, data compression, and noise filtering. I cover principal component analysis (PCA) and its applications in machine learning. I also cover matrix norms, condition numbers, and applications in solving ill-conditioned systems. I use real-world examples from image processing, recommendation systems, and statistical learning to show practical applications. I provide detailed notes, proofs, and problem sets. I assign homework that includes both theoretical derivations and computational implementations. I conduct weekly tests and provide feedback. I maintain a progress log and offer additional support for challenging topics. My goal is to prepare you for careers in data science and machine learning.
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Rates
Rate
- R648
Package rates
- 5h: R3240
- 10h: R6480
free lesson
The free first lesson with Christine allows you to get to know the tutor and discuss your needs and expectations.
- 1h
online
- R648/h
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