Machine Learning 101: Techniques Improving Model Performance

Machine Learning 101: Techniques Improving Model Performance

14 April 2021
WEBINAR INTRO

Machine learning is continuously evolving and it has been applied in all types of industries. Along with it, comes a rise in demand and importance. The most important reason why data scientists need machine learning is, it could provide high-value predictions that can guide better decisions and smart actions in real-time with less or even without human intervention.

TAKEWAYS
  • Understanding how to treat missing and outlier values
  • Understanding features of engineering (e.g. feature transformation and feature creation)
  • Understanding feature selection methods
  • Understanding how to improve machine learning performance using multiple algorithms
  • Understanding how to perform algorithms tuning
  • Understanding the ensemble methods

THE SPEAKER
Hendra Hadhil Choiri - Data Scientist at Gojek

THIS WEBINAR IS SUGGESTED FOR
  • Data Analyst
  • Data Scientist
  • Software Engineer
  • Business Intelligence Enthusiast
  • Financial Services
  • Health Care Analyst
  • Oil and Gas Analyst
  • Data Enthusiast
WHAT WILL YOU GET
  • Full practical insights and knowledge from the expert
  • Live Q&A session
  • Speaker's presentation material
  • E-Certificate
WHAT TO BRING TO THE CLASS
  • Device (Handphone, Laptop) & Stationery
  • Make sure you have a good internet connection.
  • Get your notes/laptop ready.
TERMS & CONDITIONS
  • The event will be conducted in English.
  • The event will be held via Zoom. So, please be advised to download Zoom and sign up/sign in through your Zoom account before the event start.
  • The invitation Zoom link can be accessed through the e-voucher. You will receive a confirmation email from Glints representative (at the day event, the latest 5 hours before the class starts), and you will need to do a quick re-registration to receive information about the webinar’s URL streaming.
  • Please kindly check your Spam Box if you could not find the email regarding the Zoom link in your inbox.
  • Participants are advised to register to the Zoom link, 2 hours maximum before the event start.
  • Be sure you enter your full name and personal email correctly and valid. If there is a difference in name and email information between e-ticket and registration upon entering the webinar, the participant is not entitled to gain access into the webinar link.
  • E-ticket and webinar link are valid for 1 (one) participant and 1 (one) time use only according to the date & time of the online event. GoWork has the rights to take necessary action if there are harmful allegations or fraudulent acts during/after the session.
  • Please feel free to reach out to us at abdillah@glints.com & dian.octaviani@go-work.com if you need any concerns or further assistance.