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THE BASICS OF DATA ANALYTICS[Fahru] - Coggle Diagram
THE BASICS OF DATA ANALYTICS
[
Fahru
]
Required Skills
Keterampilan Teknis
Pengolahan Data (SQL, Python/R)
Visualisasi Data
Matematika & Statistik
Keterampilan Non-Teknis (
Soft Skills)
Pengetahuan Domain
Komunikasi
Keterampilan Analitis
Analytical Thinking
Critical Thinking
Analytical Skills
Problem Solving
Types
Diagnostic
Predictive
Descriptive
Prescriptive
Roles of Data
Insight Management
Reporting
Pengukuran & Pemantauan
AI
Decision Making
Problem Solving
Strategi
Data Reuse
Operasional
Descriptive Statistics
Pengukuran Variabilitas
Range
Variance
Standard Deviation
Populasi & Sampel
Pengukuran Central Tendency
Mode
Median
Mean
Distribusi Probabilitas
Distribusi Normal
Distribusi Binomial
Tools
Alat Pengolahan Data
R
SQL
Python
Alat Visualisasi Data
Power BI
Matplotlib
Tableau
Life Cycle
Analisis Data Eksploratif (EDA)
Ringkasan Statistik
Identifikasi Pola
Visualisasi Data
Grafik & Bagan
Dasbor
Pengumpulan & Wrangling Data
Transformasi Data
Penanganan Data Hilang
Pembersihan Data
Penarikan Kesimpulan & Komunikasi
Interpretasi Hasil
Penyajian Wawasan (
Insight
)
Definisi Pertanyaan/Masalah
Tujuan Bisnis
Hipotesis