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1
Fundamental Python (00:00)
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Sesi 1: Data Structure
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Sesi 2: Conditional, Loops
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Sesi 3: Function, Module, dan Package
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2
EDA (00:00)
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Sesi 4: Pandas Introduction
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Sesi 5: EDA with Pandas
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3
Business Intelligence (00:00)
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Sesi 6: Business Knowledge 1
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Sesi 7: Business Knowledge 2
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Sesi 8: Business Knowledge 3
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Cheatsheet - Business Terminologies
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4
Statistics (00:00)
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Sesi 9: Descriptive Statistics
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Sesi 10: Inferential Statistics
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Assignment 1 - Data to Story with Statistics
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5
Visualisasi (00:00)
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Sesi 11: Visualisasi Dasar
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Sesi 12: Waffle Chart, Word Cloud, Regression Plot
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Sesi 12: Maps
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6
Tableau (00:00)
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Sesi 13: Tableau Introduction I
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Sesi 13: Tableau Introduction II
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Sesi 14: Data preparation in Tableau I
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Sesi 14: Data preparation in Tableau II
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Assignment 2: Data Visualization
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7
SQL (00:00)
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Sesi 15: Data Wrangling in SQL
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Sesi 16: Descriptive Statistics in SQL
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Sesi 17: SQL Advanced Query
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8
Dashboard (00:00)
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Sesi 18: Interactive Dashboard - Google Data Studio
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Assignment 3: Dashboard
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9
Machine Learning (00:00)
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Sesi 19: Introduction to Machine Learning
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Sesi 19: Regression Models
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Sesi 20: Classification Models
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Sesi 21: Clustering and PCA
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10
Data Storytelling (00:00)
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Sesi 22: Data Storytelling
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11
Final Project (00:00)
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Final Project: Predicting Flight Traffic
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