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Data Science
Pandas: Introduction
Dive into the chaotic beauty of Pandas, learn why it's essential, and get your hands dirty with practical exercises. Warning: May contain sarcasm.
September 7, 2023 in Data Science3 minutes
Pandas: Working with Data Structures
Learn how to create, manipulate, and explore Pandas data structures while questioning your life choices.
September 7, 2023 in Data Science2 minutes
Pandas: Data Cleaning and Preprocessing
Learn how to clean, transform, and preprocess data using Pandas while questioning why raw data is always such a disaster.
September 7, 2023 in Data Science3 minutes
Pandas: Data Transformation and Manipulation
Master Pandas data transformation techniques, from applying functions to pivot tables, and finally make your data behave.
September 7, 2023 in Data Science3 minutes
Pandas: Time Series Analysis
Learn to handle datetime data, resample, smooth trends, and analyze seasonality using Pandas.
September 7, 2023 in Data Science2 minutes
Pandas: Data Visualization
Learn how to create and customize visualizations using Pandas, Matplotlib, and Seaborn to make your data tell a compelling story.
September 7, 2023 in Data Science3 minutes
Pandas: Performance Optimization
Learn to optimize Pandas performance using vectorization, efficient `.apply()` usage, memory reduction, and Dask for big data.
September 7, 2023 in Data Science2 minutes
Pandas: Hands-on Projects
Practice data cleaning, analysis, time series forecasting, merging datasets, and visualization with real-world datasets.
September 7, 2023 in Data Science2 minutes