Intermediate Data Analytics: Tools, Techniques, and Implementation through Case Studies
Transformasi data menjadi wawasan berharga untuk keputusan bisnis yang lebih akurat
Overview: Introduction to Data Analytics
Pre Test
Understanding Data Analytics
Key Concepts in Data Analytics
Career Opportunities as Data Analyst
Real-World Application of Data Analytics
Summary: Introduction to Data Analytics
Post Test
Overview: End-to-End Data Analytics Process
Pre Test
Defining The Objectives and Problems
Data Collection/Acquisition
Data Cleaning and Preparation
Exploratory Data Analysis (EDA)
Data Analysis
Data Interpretation and Visualization
Communicating the Results (Data Storytelling)
Attachment: End to End Data Analytics Process
Summary: End-to-End Data Analytics Process
Game: Intermediate Data Analytics: Tools, Techniques, and Implementation through Case Studies
Post Test
Overview: Data Analytics Tools
Pre Test
Introduction to Data Analytics Tools
Advanced Data Manipulation with SQL
Data Exploration and Analysis with Python
Interactive Data Visualization with Tableau
Advanced Tools and Technologies
Summary: Data Analytics Tools
Exercise: Data Analytics Tools
Post Test
Overview: Case Study: Implementation of Data Analytics
Pre Test
Data Driven Decision Making
Identifying Trends & Forecast
Problem Solving and Optimization
Post Test
Overview: The Future of Data Analytics
Pre Test
Data Analytics and Artificial Intelligence
Emerging Trends in Data Analytics
Embracing the Future of Data Analytics
Summary: The Future of Data Analytics
Post Test
Project: Intermediate Data Analytics: Tools, Techniques, and Implementation through Case Studies
Answer Key: Project Intermediate Data Analytics: Tools, Techniques, and Implementation through Case Studies
Final Exam
Discussion
Wrap Up
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Setelah mempelajari kursus ini, Anda akan dapat:
Memahami konsep dasar data analytics
Memahami dan mempraktikkan tahapan proses data analytics
Memahami penggunaan data analytics tools seperti SQL, Python, dan Tableau
Memahami dan mengimplementasikan studi kasus data analytics dalam bisnis
Memahami tren terkait data analytics di masa depan
Kuasai fitur lengkap serta praktik dalam microsoft excel untuk proses pengolahan dan visualisasi data
Pelajari penggunaan data secara maksimal untuk pengambilan keputusan yang lebih tepat
Tingkatkan hasil penjualan melalui pelacakan akurat, analisis mendalam, dan ramalan proaktif untuk raih kesuksesan bisnis