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1
Sesi 1 - Fundamental Python (00:00)
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Pre Test
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Anaconda Installation
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Pengenalan Python
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Percabangan dan Perulangan
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Quiz 1
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Quiz 1
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Git Tutorial
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2
Sesi 2 - Function, Module & Package Python (00:00)
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Function, Module, dan Package
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Quiz 2
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Quiz 2
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3
Sesi 3 - Numpy (115:22)
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NumPy
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Sesi 3 Part 1 Numpy dan Demo coding
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Sesi 3 Part 2 Numpy dan Demo coding
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Sesi 3 Part 3 Numpy dan Demo coding
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Sesi 3 Part 4 Numpy dan Demo coding
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Sesi 3 Part 5 Numpy dan Demo coding
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Sesi 3 Part 6 Numpy dan Live Code
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Sesi 3 Part 7 Numpy dan Live Code
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Sesi 3 Part 8 Numpy dan Demo coding
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Sesi 3 Part 9 Numpy dan Demo coding
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Sesi 3 Part 10 Numpy dan Demo coding
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Sesi 3 Part 11 Numpy dan Demo coding
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Sesi 3 Part 12 Numpy dan Demo coding
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Sesi 3 Part 13 Numpy, Demo coding dan Quiz
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Quiz 3
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4
Sesi 4 - Pandas (123:10)
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Pandas Introduction
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Sesi 4 Part 1 Pandas dan Demo Coding
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Sesi 4 Part 2 Pandas dan Demo Coding
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Sesi 4 Part 3 Pandas dan Demo Coding
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Sesi 4 Part 4 Pandas dan Demo Coding
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Sesi 4 Part 5 Pandas dan Demo Coding
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Sesi 4 Part 6 Pandas dan Demo Coding
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Sesi 4 Part 7 Pandas dan Demo Coding
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Visualisasi Dasar
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Sesi 4 Part 8 Visualisasi Dasar dan Demo Coding
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Sesi 4 Part 9 Visualisasi Dasar dan Demo Coding
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Sesi 4 Part 10 Visualisasi Dasar dan Demo Coding
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Sesi 4 Part 11 Visualisasi Dasar dan Demo Coding
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Sesi 4 Part 12 Visualisasi Dasar dan Demo Coding
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Sesi 4 Part 13 Visualisasi Dasar, Demo Coding dan Quiz
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Quiz 4
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5
Sesi 5 - Data Visualization (124:00)
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Descriptive Statistics
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Sesi 5 Part 1 Descriptive Statistics
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Sesi 5 Part 2 Descriptive Statistics
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Sesi 5 Part 3 Descriptive Statistics
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Sesi 5 Part 4 Descriptive Statistics
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Sesi 5 Part 5 Descriptive Statistics
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Sesi 5 Part 6 Descriptive Statistics
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Sesi 5 Part 7 Descriptive Statistics
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Sesi 5 Part 8 Descriptive Statistics
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Sesi 5 Part 9 Descriptive Statistics
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Sesi 5 Part 10 Descriptive Statistics
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Sesi 5 Part 11 Data Visualization
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Sesi 5 Part 12 Data Visualization
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Sesi 5 Part 13 Data Visualization dan Penjelasan Quiz
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Studi Kasus
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Quiz 5
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6
Sesi 6 - Practical Statistics (122:11)
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Inferential Statistics
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Sesi 6 Part 1 Inferential Statistics
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Sesi 6 Part 2 Inferential Statistics
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Sesi 6 Part 3 Inferential Statistics
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Sesi 6 Part 4 Inferential Statistics
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Sesi 6 Part 5 Inferential Statistics
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Sesi 6 Part 6 Inferential Statistics
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Sesi 6 Part 7 Inferential Statistics
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Sesi 6 Part 8 Inferential Statistics
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Sesi 6 Part 9 Inferential Statistics
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Sesi 6 Part 10 Inferential Statistics
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Sesi 6 Part 11 Inferential Statistics
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Sesi 6 Part 12 Inferential Statistics
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Sesi 6 Part 13 Inferential Statistics
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Sesi 6 Part 14 Inferential Statistics dan Penjelasan Quiz
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Quiz 6
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7
Sesi 7 - Machine Learning (00:00)
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Introduction to Machine Learning
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Regression
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Classification
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Classification 2 (Optional)
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Studi Kasus
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Quiz 7
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Quiz 7
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8
Sesi 8 - Final project: Membuat Machine Learning Classification Model (00:00)
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Post test
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Final Project
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Certificate Access
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Feedback
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