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- 0 siswa
- 3 kursus
Yang akan Anda pelajari
- Write Python code for data analysis
- Clean and prepare datasets
- Analyze data using Pandas
- Create effective visualizations
- Understand statistical concepts
- Build basic machine learning models
- Interpret and communicate insights
- Complete end-to-end data projects
Materi kursus
Python for Data Analysis 5 materi
Learn the Python fundamentals necessary for working with data and preparing datasets for analysis.
- Introduction to Python
- Working with Data Structures
- Introduction to Pandas
- Python Fundamentals
- Pandas & Data Structures
Data Cleaning & Visualization 5 materi
Learn how to prepare messy datasets and create visualizations that communicate meaningful insights.
- Handling Missing Data
- Data Visualization Fundamentals
- Using Matplotlib and Seaborn
- Data Cleaning
- Visualization Assessment
Introduction to Machine Learning 5 materi
Understand how machines learn from data and build your first predictive models.
- What Is Machine Learning?
- Supervised vs Unsupervised Learning
- Building Your First Model
- Machine Learning Basics
- Model Building Assessment
Persyaratan
- Basic computer skills
- No programming experience required
- Python installation recommended
- Google Colab or Jupyter Notebook access
Deskripsi
Learn the complete data science workflow from collecting and cleaning data to analyzing trends and building predictive models. This beginner-friendly course introduces Python, data visualization, statistical thinking, and machine learning through practical projects that mirror real-world business and research scenarios.
Untuk siapa kursus ini
- Students
- Aspiring Data Analysts
- Aspiring Data Scientists
- Business Professionals
- Researchers
- Career Switchers
Tentang instruktur
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