Python Hands-On for Data Science / Machine & Deep Learning / Stat / Math

This is the Tokyo Data Science Meetup. We host presentations and discussions about Data Science and Data Science-related software development and Business. Our talks are mostly done in English.

• GOOD FOR: Beginners to Python/Programming and Intermediate/Advanced who want to help others learn

• WHAT TO BRING:
Your laptop.

• FEE
  Price: ¥1,000 cash /per person

• PRIOR KNOWLEDGE/SETUP:

• Have Python 3.X downloaded and installed. (prefer 3.6+)

This session is a hands-on introduction to Python.

No previous experience of Python, or any coding, is necessary. If you've never coded before, you're welcome to join us for a supportive and friendly session to learn with others also starting their journey.

We'll start at zero and work through the basics - using the python web-based notebook, variables, loops, functions .. and the moving onto useful things for data scientists - importing useful libraries, working with data frames, simple visualisation, saving and loading data.

Don't worry if none of these words mean anything yet!

By the end of the session you'll have written your own code, make a good start at reading and learning from existing Python code, be able to use the very vibrant ecosystem of libraries .. and gained the confidence to continue learning!

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Bring a fully charged laptop with working wifi. There's no need to install any software as we'll work entirely on the web. You'll need a Google account.

Please join us on Slack:

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Some Python resources to get you started:

Beginner's Guide (https://www.python.org/about/gettingstarted/)

Python | Kaggle
https://www.kaggle.com/learn/python

Intro to Machine Learning | Kaggle
https://www.kaggle.com/learn/intro-to-machine-learning

Data Visualization: from Non-Coder to Coder | Kaggle
https://www.kaggle.com/learn/data-visualization-from-non-coder-to-coder

Intermediate Machine Learning | Kaggle
https://www.kaggle.com/learn/intermediate-machine-learning

Pandas | Kaggle
https://www.kaggle.com/learn/pandas

Deep Learning | Kaggle
https://www.kaggle.com/learn/deep-learning

Data Visualization | Kaggle
https://www.kaggle.com/learn/data-visualization

Bring your "Python for Data Science" projects and problems,
we'll discuss and code and come up with or find solutions.

"Python for Data Science" problems:

• How to learn "Python for Data Science"
• How to learn "Python for Machine Learning"
• How to learn "NumPy for Machine Learning"
• How to learn "pandas for Machine Learning"
• How to learn "scikit-learn for Machine Learning"
• How to learn "Python for Deep Learning"
• How to learn "TensorFlow for Deep Learning"
• How to learn "Keras for Deep Learning"
• How to learn "PyTorch for Deep Learning"
• How to learn "Python for Statistics"
• How to learn "Python for Mathematics"
• How to apply a "Data Science" method to your projects
• How to apply a "Machine Learning" method to your projects
• How to apply a "Deep Learning" method to your projects

The meetups are open for everybody and all skill levels are welcome.

• FEE
  Price: ¥1,000 cash /per person

Time: 10:00-12:00

Area: Yahoo! Lodge
Yahoo! Lodge is a large co-working and collaboration space located in the Yahoo! Japan offices in the Tokyo Garden Terrace building.

Address:
18F Tokyo Garden Terrace, 1-3 Kioicho, Chiyoda-ku, Tokyo, 102-8282 [https://www.google.com/maps?hl=en&ie=UTF8&q=35.6797350,139.7370980&z=17]

Website:
https://tokyocheapo.com/place/yahoo-lodge/

[Admission to LODGE]
There are the 3 important points for entering LODGE :
・ Login to Yahoo! JAPAN ID system

https://i.gyazo.com/52795364813633a487283292c95b3eeb

・ Pre-registration to the LODGE admission system (will be checked with
identification card)
・ Bring an Identification Card (Japanese Alien card or driving license, your passport, etc.. )

Please refer to the following image for additional details.

https://i.gyazo.com/b2297951da23f6dd9d0133097643575c

• Wifi
  We have free Wifi in Yahoo! LODGE.

• FEE
  Price: ¥1,000 cash /per person