Python for Data Science
Comprehensive Python programming course for data science. Covers NumPy, Pandas, Matplotlib, scikit-learn, data cleaning, exploratory data analysis, statistical modeling, and machine learning fundamentals with hands-on Jupyter notebook exercises.
| 担当者 | OdooBot |
|---|---|
| 最終更新 | 2026/04/01 |
| メンバー | 1 |
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Data Manipulation with Pandas4レッスン ·
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Introduction to Pandas
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Introduction to Pandas - Quiz10 xp
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Data Cleaning Techniques
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Advanced Data Manipulation
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Data Visualization with Matplotlib4レッスン ·
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Getting Started with Matplotlib
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Creating Different Plot Types
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Customizing Visualizations
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Customizing Visualizations - Quiz10 xp
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Machine Learning Fundamentals5レッスン ·
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Introduction to Machine Learning
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Introduction to Machine Learning - Quiz10 xp
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Building Your First Model
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Building Your First Model - Quiz10 xp
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Evaluating Model Performance
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Exploratory Data Analysis (EDA)4レッスン ·
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Understanding EDA
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Visualizing Data Relationships
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Summarizing EDA Findings
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Summarizing EDA Findings - Quiz10 xp
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