1st lesson free
Caroline
- Rate S$50
- Response 1h
S$50/h
Contact
1st lesson free
- Data Analysis
- Sybase
13 years of experience and a Carnegie Mellon degree. 37 students taught successfully.
- Data Analysis
- Sybase
Lesson location
About Caroline
Python for data, model evaluation, and exploratory data analysis are tools I use daily. I find that most people struggle with regression modeling and data visualization when they start, so I focus on Jupyter notebooks and scikit-learn. Having transitioned into tech myself, I understand the hurdle of switching paths. I currently guide 37 students who are preparing for their first real tech roles.
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About the lesson
- Primary
- Secondary
- Adult education
- +7
levels :
Primary
Secondary
Adult education
Masters
Doctorate
Beginner
Intermediate
Advanced
Professional
Kids
- English
All languages in which the lesson is available :
English
Getting started involves jumping directly into real dataset walkthroughs to see how professional code is built. Because I have 13 years of experience, I know exactly which data science concepts stick and which ones do not.
We apply Python and model evaluation logic to solve messy problems that you will actually face on the job. You will learn to clean your data and refine your scikit-learn pipelines in a repeatable way.
My approach focuses on steady, disciplined practice that builds your confidence as a developer. We prioritize practical application over abstract theory every single time.
6 specific workflows form the foundation of our work together. You can expect a clear, logical path toward your goal of shipping code. This method ensures you develop the habits required for a real-world environment. We will keep the pace steady as we analyze your progress.
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Rates
Rate
- S$50
Pack rates
- 5h: S$250
- 10h: S$500
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
online
- S$50/h
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