Tokyo Techies Data Science

Training for more than 5 people?

Contact info@tokyotechies.com

Includes:

  • 8 sessions of Classes
  • Tokyo Techies Custom Curriculum
  • Certificate On Completion

Cancellation before the second lesson is FREE of charge

Data Science

(Beginner – Intermediate)

Difficulty:

Beginner:

Intermediate:

Language: English

Last Updated:  01/10/2018

Description

This course introduces learners to the fundamental understandings of data science – a rapidly growing field in computer science and engineering in recent years. Through the theoretical lectures and hands-on practices, students will learn how to scrape data from public sources, visualize and analyze data, and apply statistical modeling and machine learning algorithms to predict future outcomes of academic and business data.

Learning outcomes:

By the end of this course, students will achieve:

  • Python programming skills with advanced tools and libraries for statistical modeling and data science
  • Methods to scrape data from public sources, collect, clean, and process data
  • Knowledge and hands-on practice on statistical modeling, data visualization, data exploration and data analysis  
  • Understanding and experiences on applied Machine learning algorithms (e.g., Linear Regression, K-Nearest Neighbors, SVM,…) for predictive modeling (i.e. predict future outputs of data)
  • Ability to work for data science projects

REQUIREMENTS

  • Python basics (optional)

Curriculum For This Course

  • variables
  • math operations
  • setting blocks
  • random numbers
  • sprint game
  • compactors
  • checking scripts
  • conditionals
  • secret door game
  • loops, ranges
  • dancing floor game
  • functions
  • parameters, scope
  • data structures
  • lists, custom buildings
  • making art
  • advanced structures
  • making art
  • advanced structures
  • making art
  • advanced structures

Below are the courses that you may want to take after this course:

Featured Author

Tokyo Techies Lecturer

Phong Nguyen

Head of Artificial Intelligence and Data Science Department

  • Data Science and Research Mentor at Tokyo Techies
  • Master Graduate from Carnegie Mellon University.
  • Researcher in an AI lab at a big global corporation.
  • Global working experience in Singapore, Australia, US, Vietnam and Japan.
  • A results-oriented Researcher and Data Guru with vast managerial and technical experience in financial management, marketing, business planning.
  • Adapt at programming in multiple different languages, such as Java, Python and R.