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The unit-wise syllabus below is complete, so you can still plan what to study.
UNIT – I
No. of Hours: 11 Chapter/Book Reference: TB1, TB2 Introduction to Machine Learning, Why Machine learning, Types of Machine Learning Problems, Applications of Machine Learning. Supervised Machine Learning- Regression and Classification. Binary Classifier, Multiclass Classification, Multilabel Classification. Performance Measures- Confusion Matrix, Accuracy, Precision & recall, ROCCurve. Advanced Python- NumPy, Pandas. Python Machine Learning Library Scikit-Learn, Linear Regression with one Variable, Linear Regression with Multiple Variables, Logistic Regression.
As per the latest IPU syllabus — cross-check electives with your college.
Where can I download Machine Learning (BCA 304T) notes for IPU?
This page has upcoming Machine Learning notes for IPU BCA BCA semester 6, aligned with the latest IPU syllabus. Free resources download instantly; premium ones unlock right after payment.
Are previous year question papers (PYQ) available for Machine Learning?
PYQs for Machine Learning (BCA 304T) are being added. Meanwhile, check the notes and other resources on this page, and join our channel to get notified.
Which semester is Machine Learning taught in for BCA?
Machine Learning (BCA 304T) is a semester 6 subject in the IPU BCA Bachelor of Computer Applications (BCA) curriculum.
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