1st lesson free
Sara's profile, qualifications and contact details have been verified by our experts
Sara
- Rate S$23
- Response 1h
S$23/h
Contact
1st lesson free
- Computer programming
- Python
- Programming languages
- Artificial Intelligence
Python & Algorithms: From Programming Logic to Data Analysis + Project & Research Support (thesis projects )
- Computer programming
- Python
- Programming languages
- Artificial Intelligence
Lesson location
About Sara
Passionate about computer science and applied mathematics, I hold a Master's degree in Artificial Intelligence. My teaching approach is based on complex concepts, whether it's solving mathematical problems, mastering Python programming, modeling statistical analyses using the R language, or guiding students in scientific writing through academic approaches using LaTeX. I enjoy sharing my knowledge in a practical and concrete way. I adapt my methodology to the student's needs, whether they are a curious beginner or a student looking to refine their technical skills.
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About the lesson
- Primary
- Secondary
- SPM
- +11
levels :
Primary
Secondary
SPM
Form 6
STPM
Adult education
Masters
Doctorate
Other
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
This course is designed to transform you into a developer capable of solving complex problems and processing data efficiently.
Course Outline:
1- Fundamentals & Logic (Algorithms):
*Mastering algorithmic thinking: variables, loops, conditions, and functions.
*Writing efficient pseudocode and complexity analysis.
*Classic data structures: lists, queues, stacks, trees, and file management.
2-Python Programming:
*Clean syntax and best coding practices.
*Advanced manipulation: package management (NumPy, Pandas), data processing, and reading/writing files.
3-Data Visualization & Projects:
*Creating interactive dashboards to visualize your results.
*Practical application to real-world cases (guided projects).
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Rates
Rate
- S$23
Pack rates
- 5h: S$115
- 10h: S$230
online
- S$23/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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