Publications by Diyas Arya Nugroho (20214920007)
Tugas 1 Algoritma dan Struktur Data
Email : diyasaryanugroho@gmail.com RPubs : https://rpubs.com/diyasarya/ Jurusan : Statistika Address : ARA Center, Matana University Tower Jl. CBD Barat Kav, RT.1, Curug Sangereng, Kelapa Dua, Tangerang, Banten 15810. 1 Soal Nomer 1 Carila...
12748 sym 3 img
Tugas 2 Algoritma dan Struktur Data
Email : diyasaryanugroho@gmail.com RPubs : https://rpubs.com/diyasarya/ Jurusan : Statistika Address : ARA Center, Matana University Tower Jl. CBD Barat Kav, RT.1, Curug Sangereng, Kelapa Dua, Tangerang, Banten 15810. 1 R Vs Python R dan P...
22324 sym R (3567 sym/56 pcs) 2 img 5 tbl
Tugas 5 Algoritma dan Struktur Data
Email : diyasaryanugroho@gmail.com RPubs : https://rpubs.com/diyasarya/ Jurusan : Statistika Address : ARA Center, Matana University Tower Jl. CBD Barat Kav, RT.1, Curug Sangereng, Kelapa Dua, Tangerang, Banten 15810. 1 1. Intergral Tentu ...
6183 sym R (2472 sym/6 pcs) 2 img 1 tbl
UTS - Pengantar Data Sains
Pengatar Data Sains Question Understand the Dataset & cleanup (if required). Exploratory Data Analysis (EDA). type hari libur dengan tidak labur jumlah penghasilan per store per season weekly_sales Persentase Sales saat Holiday Penjualan Walmart Per Bulan dari 2010-2012 Fuel_Price, Temperatur, Weekly_Sales weekly sales vs fuel dampak holiday te...
16697 sym R (21931 sym/85 pcs) 27 img 1 tbl
Classification 1
Pengatar Data Sains Import Data Describe Variables in Data Set Exploring Data Set Classification with KNN KNN with tidymodels Data Preprocessing with tidymodels Putting it Together in a workflow Diyas Arya Nugroho Februari 16, 2022 Code Show All Code Hide All Code Pengatar Data Sains ~ Tugas 3 ~ Kontak : \(\downarrow\) Email diyasaryanu...
5576 sym R (9587 sym/35 pcs) 4 img 1 tbl
Effective Data Visualization
Pengatar Data Sains Link Video Penjelasan Impot Data Visualisasi Diyas Arya Nugroho Februari 09, 2022 Code Show All Code Hide All Code Pengatar Data Sains ~ Tugas 2 ~ Kontak : \(\downarrow\) Email diyasaryanugroho@gmail.com Instagram https://www.instagram.com/diasary_nm/ RPubs https://rpubs.com/diyasarya/ Link Video Penjelasan https:...
537 sym R (5360 sym/12 pcs) 5 img 1 tbl
Classification 2
Pengatar Data Sains Evaluating Accuracy Randomness and Seeds Evaluating Accuracy With tidymodels Create the train / test split Preprocess the data Train the classifier Predict the labels in the test set Compute the accuracy Critically analyze performance Tuning the classifier Cross-validation Parameter value selection Under/Overfitting Summa...
29167 sym R (12669 sym/35 pcs) 12 img 1 tbl
Regression 1
Pengatar Data Sains Chapter Learning Objectives The Regression Problem Exploring a Data Set K-Nearest Neighbors Regression Training, Evaluating, and Tuning The Model Underfitting and Overfitting Evaluating on The Test Set Multivariable KNN regression Strengths and Limitations of KNN Regression Diyas Arya Nugroho Februari 27, 2022 Code Show...
17189 sym R (5233 sym/17 pcs) 12 img 1 tbl
Document
Pengatar Data Sains Ujian Akhir Semester Pengantar Data Sains Problem Soal library & keterangan kolom Jawaban 1 2 3 4 Kesimpulan Referensi Diyas Arya Nugroho Mei 26, 2022 Code Show All Code Hide All Code Pengatar Data Sains ~ UAS ~ Kontak : \(\downarrow\) Email diyasaryanugroho@gmail.com Instagram https://www.instagram.com/diasary_nm...
13787 sym R (27235 sym/116 pcs) 14 img 1 tbl