$329 – $399

Master Data Science in 4 Weeks (Beginner Level, 11 August - 1 Sept)

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Fusionopolis One

Singapore, 138634

Singapore

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Refund Policy

Refund Policy

No Refunds

Event description

Description

1. Introduction of the Course:

Check our website: https://yiduai.sg/training_program for detailed syllabus and other informations.

The Master Data Science in 4 Weeks course is a 4-week Intensive training program for beginners to Data Science. Unlike other programs, in these 4 weeks, you will be fully exposed to Data Science both online, offline and with your supportive community, and build up your project portfolio to achieve your career dreams.


2. About YiDu AI:

All these are brought to you by YiDu AI. Established in 2017, YiDu AI is one of the largest machine learning communities in Singapore. We have brought to you 20+ machine learning seminars and 10 industrial talks. An NUS Enterprise Incubatee, we will keep bringing you the best content, supported by the broader university network.

The Yidu AI community:

Started from 2017, Yidu AI has organized tens of industrial talks, machine learning and AI seminar and many other networking events. Currently, we have a huge community with different channels. We have a Wechat group comprised of 700+ top data scientists and AI researchers in Singapore. Meanwhile, we have a meetup channel with 700+ members. YiDu AI has an official Wechat account with thousands of followers to post our activities. Please follow us to get more information.


3. Syllabus of the Course

Click here to download the detailed syllabus.

Week 1 (11th Aug):

  1. Introduction to data science and machine learning
  2. Pipeline of machine learning
  3. Feature Engineering
  4. In-class project: Hands-on with Python and related packages

Week 2 (18th Aug ):

  1. Linear Regression
  2. Logistic Regression
  3. Model fitting and Cross validation
  4. In-class project: Spam Email Detection

Week 3 (25th Aug):

  1. Decision tree
  2. Ensemble learning
  3. XGBoost and Random forest
  4. In-class project: Credit Risk Analysis

Week 4 (1st Sept):

  1. SVM for classification
  2. Neural networks
  3. Conclusion
  4. In-class project: Image Classification


4. Job referal opportunities:

Yidu AI has a strong network with many technology companies around Singapore and mainland China. You can get the referral from us if you wanna join these top tech companies.


5. Application

For instructors' information and detailed course information, please check our website: https://yiduai.sg/training_program/


FAQs

What can I bring into the event?

Please bring your own computer (for hands-on project) and your ID card (for entrance of the classroom).


How can I contact the organizer with any questions?

For any questions, please contact us with contact@yiduai.sg


What's the refund policy?

Unfortunately, once enrolled you will not be able to get a refund due to need to cover our cost of venue, instructors, and other logistics. We seek your understanding.

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Date and Time

Location

Fusionopolis One

Singapore, 138634

Singapore

View Map

Refund Policy

No Refunds

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