TYpe
Workshop
Group Size
20
Duration
6 hours
Certificate?
Yes
Skill Level
Beginner
LOCATION
Forward School
Price
MYR 350.00
Start Date
March 22, 2020 10:00 AM
End DATE
March 22, 2020 5:00 PM
Meal
Yes (Meal provided)
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Course Description

Scikit Learn is the factor Machine Learning package for Python. It consists of classification, regression, clustering, dimension reduction, model selection, and many data preprocessing functionalities. You can do many supervised and unsupervised machine learning with Scikit Learn. 

This Machine Learning with Scikit Learn training aims to equip you with fundamental machine learning knowledge using such as classification algorithms and classification metrics, ensemble methods, regression and regularization, K-Means and Hierarchical Clustering and , feature reduction with PCA.

Key takeaways:

  • Supervised Learning vs Unsupervised Learning
  • Analysing Classification Models with F1 Score and AUC
  • Multivariate Linear regression
  • Ridge and Lasso Regularization to reduce overfitting
  • Silhouette Analysis and Dendrogram for Clustering
  • Dimension Reduction with PCA

Who Should Attend:

  • Anyone who is interested in learning about AI

Prerequisite:

  • Bring your own laptop (bring your extension cord if your laptop is highly consuming battery)
  • No prior AI knowledge or experience is required!
  • A desire to learn AI knowledge quickly - even if you're a complete beginner

Instructors

Nero Chan
Co-Founder & CEO of WyseTime

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