Hello guys, Welcome to Africa's Largest Video Search Engine, and you are watching Belajar Machine Learning Dari Awal Buat Yang Ga Jago Matematika. and this video is uploaded by Nauval at 2022-04-17T02:28:13-07:00. We are just promoting this video only for entertainment and educational purpose only. I hop you like our Video Search Engine. [WH1SduDRL_Y]
| Name | Belajar Machine Learning Dari Awal Buat Yang Ga Jago Matematika |
| Video Uploader | Video From Nauval |
| Upload Date | This Video Uploaded At 17-04-2022 09:28:13 |
| Video Discription | Tidak seperti biasanya kita belajar web development, kali ini kita akan belajar soal Machine Learning dari awal buat lo yang nggak jago-jago amat matematika. Bukan berarti gak pake matematika, tetep pake matematika tapi maksudnya lo nggak perlu jago-jago banget lah, karena kita juga bakal pelajari itu sambil jalan dan pelan-pelan. Di course ini juga kita belajarnya dari awal, jadi buat lo yang emang nggak tau machine learning sama sekali ya gak masalah, justru course ini emang didedikasikan untuk pemula yang pengen belajar machine learning. Kali ini tutornya Irwansyah Saputra, seorang dosen, mahasiswa S3 di Institut Pertanian Bogor (IPB), dan penulis beberapa buku. 🌍 Referensi: - https://colab.research.google.com/?hl=id - https://github.com/diazzzz - https://www.kaggle.com/ 📖 Buku - https://shopee.co.id/BUKU-LARIS-BUKU-ORIGINAL-BUKU-DISKON-BUKU-MACHINE-LEARNING-UNTUK-PEMULA-i.43851562.16141218301 👨💻 Irwansyah Saputra: - Facebook: https://www.facebook.com/Irwansight1 - Instagram: https://www.instagram.com/irwansight - Github: https://github.com/diazzzz - Website: https://irw.one 🌳 Support - https://trakteer.id/arrayid 🎥 Timestamps 00:00:00 Perkenalan course 00:00:20 Perkenalan tutor 00:01:15 Disclaimer 00:01:47 Referensi 00:03:00 Apa itu machine learning? 00:17:05 Untuk apa machine learning? 00:21:16 Cara kerja machine learning 00:27:12 Cara kerja supervised learning 00:30:14 Dataset supervised learning 00:33:25 Cara kerja unsupervised learning 00:38:52 Reinforcement learning 00:42:11 Contoh penerapan machine learning 00:42:14 Estimasi: Estimasi produk cacat 00:44:14 Prediksi: Prediksi harga saham 00:45:19 Klasifikasi: Rekomendasi main golf 00:45:51 Klasterisasi: Mengelompokkan pelanggan 00:46:08 Asosiasi: Kasus market basket analysis 00:46:33 Algoritma dalam machine learning 00:47:12 Penerapan machine learning 00:47:18 Pengenalan google colab 00:56:48 Persiapan data 01:18:57 Data source 01:30:16 Exploratory Data Analysis (EDA) 01:58:04 Tipe data 02:09:51 EDA bagian 2 03:23:23 Masih bahas EDA lagi 04:05:43 Data normalization 04:41:07 One-hot encoding 05:25:00 Algoritma di selection feature 06:04:30 Ekstraksi atribut 06:38:00 Similarity and Disimilarity 07:08:29 Konsep Dasar Klasifikasi 07:49:49 Decision Tree and Random Forest 08:39:01 Decision Tree di Python 09:08:28 Random Forest 09:45:16 Random Forest di Python 09:55:45 K Nearest Neighbor and Pseudo kNN 10:16:25 kNN di Python 10:22:51 Naive Bayes Classifier 10:40:08 Naive Bayes di Python 10:44:14 Model Validation 11:21:43 Confusion Matrix 11:58:50 Tugas dan penutup [WH1SduDRL_Y] |
| Category | Science & Technology |
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