This course offers most in-depth machine learning algorithms and tools available today.
Pre-Requisite
Previous knowledge of any programming language, preferably Python..
Course Contents
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)
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, No. 5, Khayaban-e-Johar, Sector H-9, Islamabad, Pakistan
Phone: 0331-44-42378 (ICEPT)
Email: info@icept.iqraisb.edu.pk