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

Àpd 40.36 C$ /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.

Lieu

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Cours au domicile de l'élève :

Autour de Tokyo, Japon

Cours chez le professeur :

Shimo-Ochiai, Shinjuku City, Tokyo, Japan

En ligne depuis Japon

Présentation

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.

Education

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

Expérience / Qualifications

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

Age

Adolescents (13-17 ans)

Adultes (18-64 ans)

Seniors (65+ ans)

Niveau du Cours

Débutant

Intermédiaire

Avancé

Durée

60 minutes

Enseigné en

anglais

hindi

Compétences

Science

Programmation informatique

Analyse numérique

Commentaires

Disponibilité semaine type

(GMT -04:00)

New York

Cours chez le professeur et par webcam

Cours à domicile

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

34.97 C$ /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.

Alexis

5.0

(5)

As an engineering student, I can offer you tutoring or further study depending on your needs, for math. We can look at misunderstood course concepts, do exercises to apply the course, or go further to prepare for competitions or excel.
I am currently a graduate student at the Tokyo Institute of Technology and specialized in math.

I have already given around 600 hours of private tuition in the past (over the course of 6 years) and have helped 17 different students, aged between 13 and 22 (from Middle School to University level). They were all very satisfied, which is why I'd like to continue my tutoring adventure during my study year in Japan. I completed a preparatory class at the Lycée du Parc in Lyon, France (PCSI-PC*) and entered École des Ponts, so I can assure you that my knowledge is very solid. I try to make my lessons as lively as possible, and to instill in you as much curiosity as possible about the subject you need to learn.
I know how to adapt to each student so as to teach with the optimum method each time.
Please do not hesitate to contact me to discuss your requirements.

Baptiste

5.0

(5)

Hello,

I am currently in an exchange year at Tokyo Institute of Technology and I am looking to give private lessons in mathematics and physics (If necessary, I can help with last-minute SVT and philosophy homework).

I live in Shinagawa and my university is in Meguro: I would like not to move too far from these 2 neighborhoods if possible.

I have been giving private lessons for 2 years and I adapt to any profile (for example, I followed a student with dyscalculia).

In general, I leave the student with a summary sheet at the end of the session with the key points seen together.

Garantie Le-Bon-Prof

Contacter Ankit