Curriculum
Belajar Machine Learning Dasar: Python Scikit Learn
Machine Learning Dasar
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Belajar Machine Lerning menggunakan python
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1. Pengenalan Machine Learning 1Sorry, this lesson is currently locked. You need to complete "Belajar Machine Lerning menggunakan python" before accessing it.
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2. Sample Dataset pada Scikit-LearnSorry, this lesson is currently locked. You need to complete "1. Pengenalan Machine Learning 1" before accessing it.
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3. Machine Learning Workflow dengan Scikit-LearnSorry, this lesson is currently locked. You need to complete "2. Sample Dataset pada Scikit-Learn" before accessing it.
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4. Data Preprocessing dengan Scikit-LearnSorry, this lesson is currently locked. You need to complete "3. Machine Learning Workflow dengan Scikit-Learn" before accessing it.
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5. Simple Linear Regression dengan Scikit-LearnSorry, this lesson is currently locked. You need to complete "4. Data Preprocessing dengan Scikit-Learn" before accessing it.
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6. Classification dengan KNNSorry, this lesson is currently locked. You need to complete "5. Simple Linear Regression dengan Scikit-Learn" before accessing it.
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7. Regression dengan KNN
Pratinjau
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8. Multiple Linear Regression & Polynominal RegressionSorry, this lesson is currently locked. You need to complete "7. Regression dengan KNN" before accessing it.
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9. Label Encoding & One Hot EncodingSorry, this lesson is currently locked. You need to complete "8. Multiple Linear Regression & Polynominal Regression" before accessing it.
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10. Bag of Words & Stop Word FilteringSorry, this lesson is currently locked. You need to complete "9. Label Encoding & One Hot Encoding" before accessing it.
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11. TF-IDF Term Frequency - Inverse Document FrequencySorry, this lesson is currently locked. You need to complete "10. Bag of Words & Stop Word Filtering" before accessing it.
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12. Logistic Regression pada Binary Clasification TaskSorry, this lesson is currently locked. You need to complete "11. TF-IDF Term Frequency - Inverse Document Frequency" before accessing it.
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13. Naive Bayes ClassificationSorry, this lesson is currently locked. You need to complete "12. Logistic Regression pada Binary Clasification Task" before accessing it.
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14. Support Vector Machine ClassificationSorry, this lesson is currently locked. You need to complete "13. Naive Bayes Classification" before accessing it.
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15. Decision Tree Classification | Pohon KeputusanSorry, this lesson is currently locked. You need to complete "14. Support Vector Machine Classification" before accessing it.
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16. Random Forest Classification | Pohon KeputusanSorry, this lesson is currently locked. You need to complete "15. Decision Tree Classification | Pohon Keputusan" before accessing it.
Tugas Praktek
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