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PythonDataScienceHandbook reviews and mentions
Posts with mentions or reviews of PythonDataScienceHandbook.
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and similar projects. The last one was on 2023-05-04.
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Other programing options?
Python Data Science Handbook by Jake VanderPlas (https://jakevdp.github.io/PythonDataScienceHandbook/)
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Mastering Data Science: Top 10 GitHub Repos You Need to Know
7. Data Science Handbook Are you looking for a comprehensive guide to data science with Python? Look no further than the Data Science Handbook by Jake VanderPlas. This repository contains the entire book, which introduces essential tools and techniques used in data science, including IPython, NumPy, Pandas, Matplotlib, and Scikit-Learn. It’s a fantastic resource for anyone looking to deepen their understanding of data science concepts and best practices.
- Resources for Current DE Interested in Learning Data Science
- What are the best Python libraries to learn for beginners?
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Best Websites For Coders
Data Science course : Python Data Science Handbook
- What are some good useful libraries I can get the hang of?
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I learnt all the basics about python and had interest in learning about "AI development with python". and now I'm stuck cuz I don't know where to start. Can anyone give some advice to me ?
Something that helped me get started is this git repo: https://github.com/jakevdp/PythonDataScienceHandbook/tree/master/notebooks It covers all the basics of data analysis using numpy, pandas and matplotlib.
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Learn Python with CFB tutorial
Thanks! Will do. I work full time on data engineering/geospatial big data analytics, so I haven't had the energy to do this in the evenings or weekends yet. I do plenty of work with regression (but not in an MLOps sense) and dimensionality reduction (we do PCA). So in my mind my gap is (1) actual neural network work and (2) familiarity with workflows using e.g. pytorch or scikit-learn or something similar. Any pointers on where to get started resource-wise? Been thinking of starting with Ch.5 here and moving on from that: https://jakevdp.github.io/PythonDataScienceHandbook/. I have some projects in mind (including some predictive CFB model) so will start that up on the side while doing some of these tutorials.
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What programming language should I learn and what skills should I learn
Yeah! Ofc. So for R: https://r4ds.had.co.nz Python: https://jakevdp.github.io/PythonDataScienceHandbook/ SQL: I had to get a book, but this would be a good place to start: https://datascience.foundation/sciencewhitepaper/sql-for-data-science
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Stats
Basic PythonDataScienceHandbook repo stats
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jakevdp/PythonDataScienceHandbook is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of PythonDataScienceHandbook is Jupyter Notebook.
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