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Event Summary

NED, University Road, Karachi, Pakistan
Jul 02
2017
10:00
Starting time
14:30
Ending time

Event Details & Reservation

Machine learning imparts computers with the ability to learn without being explicitly programmed. It involves searching through the available data to detect patterns so that program actions are adjusted accordingly. Detection of network intruders, computer vision, speech recognition, effective web search and email filtering are few of the areas where machine learning works its magic.
IEEE Neduet Student Branch brings you a two-day workshop on machine learning. This workshop will enable participants to gain hands on experience pertaining machine learning. They will be introduced to the realm of machine learning hence developing their skills in the field of artificial intelligence. 

Prerequisites:
1. Programming in Python 
2. Probability and Statistics


Course Outline:
1. Introduction to LFD
2. Introduction to Big Data/Data Science
• Skill set
• Technologies 
• Case-study examples
3. Statistics
• Descriptive Statistics (overview)
• Probability and Distribution
• Regression
• PCA
• Clustering (if required)
• P-value significance
• Select k-Best
• Random Forest
4. Data Cleaning
5. Feature Engineering
6. Random Forest Algorithm

Course Instructor: 
Mr. Noman Khalid 

Fee: Rs. 500/- 

Certificates will be issued to the attendees. 

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