Learn Data Mining Through Excel: A Step-by-Step Approach for Understanding Machine Learning Methods
Hong Zhou
Informasi Umum
Kode
20.21.1540
Klasifikasi
006.312 - Data mining
Jenis
Buku - Elektronik (E-Book)
Subjek
Data Mining, Machine Learning
No. Rak
Tel-U Gedung Manterawu Lantai 5 : Rak 4
Tel-U Purwokerto : Rak 3
Dilihat
271 kali
Informasi Lainnya
Abstraksi
This book explains popular data mining methods using examples in Excel. It starts with some necessary Excel skills in the first chapter and then introduces linear regression as the first data mining method, followed by k-means clustering, linear discriminant analysis, cross-validation, logistic regression, k-nearest neighbors, naïve Bayes classification, decision trees, association analysis, artificial neural network, and text mining. The book ends with a summary chapter. In each chapter except for the last one, fundamental mathematical knowledge regarding each mining method is explained first, followed by Excel examples (available at https://github.com/hhohho/LearnData-Mining-through-Excel) and step-by-step instructions showing how to complete the data mining task. Each chapter ends with a “Review Points” section that highlights the skills introduced in the chapter.
- UWI1B2 - LITERASI DATA
- CSI-3A3 - PROYEK PENAMBANGAN DATA
- CSI3A3 - PROYEK PENAMBANGAN DATA
- UWI1B2 - LITERASI DATA
- UCKXBDB2 - Literasi Data
- UCKXCDB2 - LITERASI DATA
- UCKXCDB2 - Literasi Data
Koleksi & Sirkulasi
Tersedia 1 dari total 1 Koleksi
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Pengarang
| Nama | Hong Zhou |
| Jenis | Perorangan |
| Penyunting | |
| Penerjemah |
Penerbit
| Nama | Apress |
| Kota | New York |
| Tahun | 2020 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
