Curriculum
Analisis Statistik dan Machine Learning dalam Python
Learn Exploratory Data Analysis (EDA) di Python
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1. Python: Univariate Statistics
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2. Python: Correlation and P-value Concepts
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3. Python: Correlation and P-value in Numpy, Pandas, and Scipy
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4. Python: Scatterplots, Linear Regression, HeteroscedasticitySorry, this lesson is currently locked. You need to complete "3. Python: Correlation and P-value in Numpy, Pandas, and Scipy" before accessing it.
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5. Python: T-test, One-way ANOVA, P-value ConceptsSorry, this lesson is currently locked. You need to complete "4. Python: Scatterplots, Linear Regression, Heteroscedasticity" before accessing it.
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6. Python: T-test, One-way ANOVA, Categorical FeaturesSorry, this lesson is currently locked. You need to complete "5. Python: T-test, One-way ANOVA, P-value Concepts" before accessing it.
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7. Python: One-way ANOVA, T-test, Bonferroni, TukeyHSD, BarplotSorry, this lesson is currently locked. You need to complete "6. Python: T-test, One-way ANOVA, Categorical Features" before accessing it.
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8. Python: Intro to MLR / OLS in statmodels.apiSorry, this lesson is currently locked. You need to complete "7. Python: One-way ANOVA, T-test, Bonferroni, TukeyHSD, Barplot" before accessing it.
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9. Python: MLR with Categorical Values; Dummy CodesSorry, this lesson is currently locked. You need to complete "8. Python: Intro to MLR / OLS in statmodels.api" before accessing it.
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10. Python: MLR, OLS, Standardization, NormalizationSorry, this lesson is currently locked. You need to complete "9. Python: MLR with Categorical Values; Dummy Codes" before accessing it.
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11. Python: MLR/OLS Assumptions - Normality, Multicollinearity, VIFSorry, this lesson is currently locked. You need to complete "10. Python: MLR, OLS, Standardization, Normalization" before accessing it.
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12. Python Practice: Housing Prices - Univariate AnalysesSorry, this lesson is currently locked. You need to complete "11. Python: MLR/OLS Assumptions - Normality, Multicollinearity, VIF" before accessing it.
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13. Python Practice: Housing Prices - Bivariate StatisticsSorry, this lesson is currently locked. You need to complete "12. Python Practice: Housing Prices - Univariate Analyses" before accessing it.
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14. Python Practice: Housing Prices - Bivariate VisualizationsSorry, this lesson is currently locked. You need to complete "13. Python Practice: Housing Prices - Bivariate Statistics" before accessing it.
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15. Python Practice: Housing Prices - Multivariate Statistics (MLR) -Sorry, this lesson is currently locked. You need to complete "14. Python Practice: Housing Prices - Bivariate Visualizations" before accessing it.
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16. Python Practice: Housing Prices - Multivariate AutomationSorry, this lesson is currently locked. You need to complete "15. Python Practice: Housing Prices - Multivariate Statistics (MLR) -" before accessing it.
Prediksi Harga Rumah dengan Regresi Linier Berganda di Python
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