Machine Learning Workshop

Intro to Machine Learning Workshop
This workshop is organized by Faculty of Computing and Information Technology, King Abdulaziz University. The workshop is a 3-day starting from 20th February 2022. The workshop will be given by Dr. Reem Alotaibi. Workshops’ participants will study the methods of the machine learning using R.

Each day will comprise of a series of theoretical sessions separated by practical exercises. The workshop structure is as the following:

Day 1: 20th February 2022 10 am-12 noon
- Basic Concepts and Intro to Machine Learning
- Basic Statistical Descriptions of Data
- Data Pre-processing
- Data Visualisation
Tool: R language

Day 2: 27th February 2022 10 am-12 noon
- Supervised Learning vs Unsupervised Learning
- Classification (i.e. Decision Trees, k-Nearest Neighbour)
- Clustering (i.e. K-Means)
Tool: R language

Day 3: 6th March 2022 10 am-12 noon
- Application Problems
- Choosing from multiple algorithms - What will work?
Tool: R language

Location: Lab No.130g , Faculty of Computing and Information Technology @ KAU, Date: 20th and 27th February and 6th March, 2022 Duration: 3 days. All days 10:00 to 12:00

Organizer

Dr.Wafaa Alsaggaf

walsaggaf@kau.edu.sa

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