Artificial Intelligence & Machine Learning

Both Physical & Online Classes Available

Course Detail

Course Duration: 2 Months
Class Days: Thursday, Friday
Start Date Class Timing Physical Classes Fee Online Classes Fee
08 Aug 2024 06:00 PM - 08:00 PM
(Pakistan Time)*
16,000 PKR
(8,000 PKR Per Month)
10,000 PKR
(5,000 PKR Per Month)
* 05:00 PM - 07:00 PM (UAE Time)
Note: Classes are scheduled for Monday at 04:00 PM to 06:00 PM and Saturday at 12:00 PM to 02:00 PM.
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Course Outline

Scheduled WeekModule TitleLearning Units 
Week 1Introduction  Introduction to Artificial Intelligence A brief history of AI terminology State of the art techniques Lab Installation for python language 
Week 2Machine Learning FundamentalsWhat is Data What is Machine Learning Supervised vs. Unsupervised learning Evaluation Train-Test split Validation 
Week 3RegressionRegression Univariate linear regression Multivariate regression 
Week 4ClassificationAlgorithms Decision Trees SVMs 
Week5ClassificationAlgorithms Decision Trees SVMs 
Week 6ClusteringClustering Classification vs. Clustering K-means Clustering 
Week 7Time Series AnalysisTime Series Analysis MLP Feed Forward neural networks   
Week 8Neural NetworksApplications with computer vision Classification and Detection 
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