Machine Learning

MACHINE LEARNING

This course offers most in-depth machine learning algorithms and tools available today.

Pre-Requisite

There is no previous knowledge required for this course.

Course Contents

Week 1 & 2:

Machine Learning Algorithms

• Decision trees
• CART
• Random forests
• Liner regression/Polynomial higher degree
• Logistic regression/Polynomial higher degree
• KNeighbors Classifier
• Naïve Bayes / and its variants
• GradientBoosting Classifier
• SVM
• K-means
• And others
• Recommendation System
• Data Analytic Project
• Neural Networks (Scratch code to Advance)
• 3 Advances Assignments
• Advance Project Discussion (Deep Neural Networks)

Week 3 & 4:

Advanced Neural Networks:
• RNNs
• LSTM
• CNNs

Build Advance industry Level Project

Schedule

Visit Schedule Page to see detailed schedule and fee of this course.

Contact

Address: ICEPT, Plot 5, Khayaban-e-Johar, Sector H-9, Islamabad, Pakistan
Phone: 0331-44-42378 (ICEPT)
Email: info@iceptonline.com

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