Our Mentor

Industry practitioners from leading companies:

• Huawei — Data Analytics
• Telkom Indonesia — Business Intelligence
• BAPPENAS — Data Analytics
• LinkAja — Senior Product Data Analytics
• Bukalapak — Data Analytics

Curriculum

Modul 1 Python for Absolute Beginners

• Overview
• Understanding Python
• Variables, Data Types & Operators (Part 1–3)
• Python Data Structures (Part 1–2)
• Latihan Soal

Modul 2 Python Essentials for Data Analysts

• Overview
• Conditional Statements & Loops (Part 1–2)
• Built-In & User-Defined Functions
• Error Handling (Try-Except)
• NumPy Essentials
• QnA

Modul 3 Unlock the Power of Python for Data Analysis

• Tableau Basics
• Intro to Pandas
• Data Manipulation with Pandas (Part 1–5)
• Data Analysis & Statistics
• QnA

Modul 4 Mastering Data Cleaning with Python

• Overview
• Advanced Processing & Merging Data
• Cleaning & Transformation (Part 1–3)
• Efficient Storage with Python Pickle

Modul 5 Exploratory Data Analysis (EDA) & Visualization

• Overview
• EDA Fundamentals (Part 1–3)
• Matplotlib Basics
• Hands-On (Part 1–2)

Modul 6 Handling Big Data Like a Pro

• Overview
• RFM Segmentation
• K-Means Clustering (Part 1–2)
• Running A/B Test
• QnA

Modul 7 Advanced Python Hacks

• Overview
• Logistic Regression Introduction
• Propensity Score Model
• Logistic Regression Modeling
• Evaluating Model Performance
• QnA

Modul 8 Mastering Propensity Models for Business Insights

• Overview
• Deep Dive Logistic Regression
• Evaluation Metrics (Part 1–2)
• Hands-On (Part 1–2)
• QnA