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The fees for the various courses are different - download the list of Short Course Fees Sem2/2022. In addition to the course fees stipulated in the table below, students also need to provide for the following: Wits student card (ICAM) costs: approximately R140 ; Parking disc fees apply: arrangements need to be made with the parking office. Lecture 1: The Learning Problem Lecture 2: Is Learning Feasible? Lecture 3: The Linear Model I Lecture 4: Error and Noise Lecture 5: Training versus Testing Lecture 6: Theory of Generalization Lecture 7: The VC Dimension Lecture 8: Bias-Variance Tradeoff Lecture 9: The Linear Model II Lecture 10: Neural Networks Lecture 11: Overfitting.

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Terminology Machine Learning, Data Science, Data Mining, Data Analysis, Sta-tistical Learning, Knowledge Discovery in Databases, Pattern Dis-covery. This free course focuses on providing learners with solid wisdom in the basics of Data Structures in C, as data structures are the building blocks of any programming language. You will get familiar with an array, stack, queue, and linked list. Further, you will learn binary tree, binary search tree, heap, and hashing.

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