Proses Lengkap Data Preprocessing dalam Machine Learning
- Deskripsi
- Materi
- Ulasan
Apa yang akan Anda pelajari
☑️ Pengantar Data Preprocessing – Mengapa preprocessing penting dalam machine learning. ☑️ Langkah-Langkah Dasar Preprocessing Data – Meliputi data cleaning, encoding, dan data scaling. ☑️ Metode Penanganan Missing Data – Teknik imputasi dan penghapusan data kosong. ☑️ Feature Engineering dan Selection – Strategi untuk memilih dan membuat fitur yang relevan. |
☑️ Normalisasi dan Standarisasi Data – Pentingnya data scaling dalam machine learning. ☑️ Advanced Data Preprocessing Techniques – Proses data transformation, binning, dan outlier handling. ☑️ Studi Kasus dan Implementasi – Praktik preprocessing pada berbagai dataset. |
Kursus ini menjelaskan seluruh proses preprocessing data dalam machine learning, mulai dari pemahaman dasar hingga teknik lanjutan. Dengan pembahasan langkah demi langkah, kursus ini bertujuan untuk membantu peserta memahami pentingnya preprocessing, memilih metode yang sesuai, dan menerapkannya dalam berbagai proyek machine learning. Materi ini cocok bagi pemula yang ingin memperkuat pemahaman mereka tentang pengolahan data sebelum membangun model.
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11. The Complete Machine Learning Process Explained | Data Preprocessing in Machine LearningPratinjau 11:40
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22. Data Preprocessing - Part 1 | Data Preprocessing in Machine LearningPratinjau 9:15
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33. Data Preprocessing - Part 2 | Data Preprocessing in Machine LearningSorry, this lesson is currently locked. You need to complete "2. Data Preprocessing - Part 1 | Data Preprocessing in Machine Learning" before accessing it.
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44. Data Preprocessing - Part 3 | Data Preprocessing in Machine LearningSorry, this lesson is currently locked. You need to complete "3. Data Preprocessing - Part 2 | Data Preprocessing in Machine Learning" before accessing it.
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55. Data Preprocessing – Part 4 | Data Preprocessing in Machine LearningSorry, this lesson is currently locked. You need to complete "4. Data Preprocessing - Part 3 | Data Preprocessing in Machine Learning" before accessing it.
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66. Data Preprocessing – Part 5 | Data Preprocessing in Machine LearningSorry, this lesson is currently locked. You need to complete "5. Data Preprocessing – Part 4 | Data Preprocessing in Machine Learning" before accessing it.
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77. Data Preprocessing – Part 6 | Data Preprocessing in Machine LearningSorry, this lesson is currently locked. You need to complete "6. Data Preprocessing – Part 5 | Data Preprocessing in Machine Learning" before accessing it.

1. The Complete Machine Learning Process Explained | Data Preprocessing in Machine Learning
Jam Kerja
Monday | 07.00 WIB - 16.00 WIB |
Tuesday | 08.00 WIB - 15.00 WIB |
Wednesday | 06.00 WIB - 15.00 WIB |
Thursday | 07.00 WIB - 16.00 WIB |
Friday | 08.00 WIB - 15.00 WIB |
Saturday | Closed |
Sunday | Closed |