Statistics in Python: Import an online dataset and inspect
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This video is part of a full-length course on Python programming, including 32+ hours of video instruction and 80+ hours of exercises. The course starts from the absolute basics (no prior knowledge of Python is necessary!) and builds up towards intermediate-level competency.
Check it out here:
Course topics include:
- Data types
- Indexing and slicing
- Functions
- Flow control
- Text and data visualization
Here's a list of all the projects you can complete:
- Project 1: Text search and replace
- Project 2: The Law of Large Numbers
- Project 3: Entropy of written English
- Project 4: State-space trajectories
- Project 5: Statistics
- Project 6: Spectral analysis
- Project 7: The colorful rainbow of noise
- Project 8: Awesome mathy stuff
- Project 9: Denoising noisy signals
- Project 10: Time series filtering
- Project 11: Descriptive stats without numpy
- Project 12: Clustering: PCA, t-SNE, and k-means
- Project 13: Index your Python code