Book
Introduction to Machine Learning
| Identifier | --ethemalpay-682 |
|---|---|
| Penulis / Pengarang | Ethem Alpaydin |
| Kata Kunci | Machine Learning |
| Tanggal Publikasi | 08 Mar 2020 |
| Bahasa | Bahasa Indonesia |
| Abstrak / Deskripsi | Machine learning is programming computers to optimize a performance criterion using example data or past experience. We need learning in cases where we cannot directly write a computer program to solve a given problem, but need example data or experience. One case where learning is necessary is when human expertise does not exist, or when humans are unable to explain their expertise. Consider the recognition of spoken speech””that is, converting the acoustic speech signal to an ASCII text; we can do this task seemingly without any difficulty, but we are unable to explain how we do it. Different people utter the same word differently due to differences in age, gender, or accent. In machine learning, the approach is to collect a large collection of sample utterances from different people and learn to map these to words. |
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