Advanced data analysis in science (numerical techniques for data to insight)

A partir de 29.3 $ /h

This course focuses on developing practical and conceptual skills for advanced data analysis in scientific research. Students will work primarily in Python, though the use of other programming environments is welcome.

The emphasis will be on understanding data at a deeper level: moving beyond routine processing to extracting meaningful physical and scientific insights. Core numerical techniques will be introduced and applied, including differentiation, integration, curve fitting, and frequency-domain analysis.

Structured test cases will be provided, and students will learn to approach them systematically, from data preprocessing to interpretation of results. In addition, open-source datasets will be used to explore real-world trends and to assess the effectiveness of different analytical approaches.

The course encourages active discussion, critical thinking, and comparison of methods, with an open forum for exploring numerical techniques and their appropriate application across scientific problems.

Lugar

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Clases en el domicilio del estudiante :

Alrededor de Tokio, Japón

Clase en el domicilio del profesor :

Shimo-Ochiai, Shinjuku City, Tokyo, Japan

Conectado desde Japón

Acerca de mí

Hello,
I am a scientist by profession and interested in solving complex problems to understand nature. About my background, I am a doctorate in Science (Physical chemistry) with extensive knowledge in physics, chemistry, mathematics and computer programming.

Framing a technical problem into computer program is my expertise.

I have worked with several institutes offering high-performance compute facilities for scientific purposes, and can program in python, igorpro, labview, C++, bash shell and FORTRAN. I follow standard software design principles, detailed documentation, automated tests and git for version control.

Apart from scientific exploration, I use python with bash for image analysis and editing, automation, web-programming and associated technologies.

Formación

Doctor of Philosophy (Physical Chemistry), NYCU Taiwan - Spectroscopy, Quantum chemistry
Masters in Science (Molecular Science), NYCU Taiwan - Spectroscopy
Bachelors in Science (Chemistry Honors), BHU India

Experiencia / Calificaciones

Training for two master and one doctorate students over a period of 2 years in advanced data analysis and processing, via python programming and data visualization.

Maintaining software repositories for analysis of spectroscopic data

Edad

Adolescentes (13-17 años)

Adultos (18-64 años)

Tercera edad (65+ años)

Nivel del estudiante

Principiante

Intermedio

Avanzado

Duración

60 minutos

La clase se imparte en

inglés

hindi

Habilidades

Ciencias

Programación

Análisis numérico

Comentarios

Disponibilidad en una semana típica.

(GMT -04:00)

Nueva York

En el domicilio del profesor y online

Clases en el domicilio del estudiante

Mon

Tue

Wed

Thu

Fri

Sat

Sun

00-04

04-08

08-12

12-16

16-20

20-24

Python and unix programming from basic to advanced level

25.39 $ /h

Python is now being used for basic to advanced operations in academic and industrial workspace. In combination with unix and/or windows OS and other programming languages python can be extensively used for automation, data acquisition and post processing.

I teach python from a beginners to advanced level depending on the requirements of the student. No prerequisite for computer programming is required to start. A long term training plan can be established to develop all round computer programming skills with software engineering abilities.

Teaching technique : Digital board for concept delivery, active programming training with real world problems. Help in setting up programming environments and git.
Homework : Task of about 10 minutes after every class to be done privately. Review of homework during the next class.

Natalia

Hello everybody!

I’m an environmental engineer and actually I’m doing my PhD in Japan.
I have 5 years experience teaching Physics in an Argentina College. Those lessons are focused in cinematic, dynamic, Energy conservation, MCU. Additionally I was private tutor for maths and physics for highschool students for 2 years.
I can teach you math or physics for any level (highschool to college level). According your plan and goals I would set the lessons the way you can understand everything needed at the time desired. For a more specific plan please contact me.

If you live in Tokyo we can arrange classes face to face only in public spaces (additional fee according train fare).
Don’t hesitate to ask me and hope we can work together!

Marco

I'm Marco, Italian, I'm 32 and I have a PhD in computer science, I have a great curriculum and I havebeen teaching as a freelance for three years. I offer classes in Japan during the month of July and August.
I teach in three languages

Natalia

Marco

Garantía del Buen Profesor

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