BestPractices
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| BestPractices | py | |
|---|---|---|
| 1 | 5 | |
| 155 | 6,627 | |
| - | 0.6% | |
| 2.8 | 0.0 | |
| 6 months ago | 8 days ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | - |
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BestPractices
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Ideas for Materials Science / Data Science projects
My research group recently wrote the definitive best practice guide for getting into this field. We provide a GitHub with some example data that you could take a look at. The code snippets will be really useful because we have them really well commented. https://github.com/anthony-wang/BestPractices
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- I'm in my 30's and never had a "real job" - I have depression and anxiety, how do I get my life in order?
- Learn data science step by step in 6 months😉
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2022 Goals
Here is a guide and resources on these in the 6-12 weeks sections. It's from Chandoo on YT, who has a ton of videos on learning data analytics.
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Andrew Ng or more hands-on course?
I will give it a look into Ng's course, try out some of the resources in this github and look into this website too
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Weekly Entering & Transitioning Thread | 14 Feb 2021 - 21 Feb 2021
Data analysis roadmap
What are some alternatives?
nbdev - Create delightful software with Jupyter Notebooks
fastprogress - Simple and flexible progress bar for Jupyter Notebook and console
fastpages - An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
ml-coursera-python-assignments - Python assignments for the machine learning class by andrew ng on coursera with complete submission for grading capability and re-written instructions.
pymatgen - Python Materials Genomics (pymatgen) is a robust materials analysis code that defines classes for structures and molecules with support for many electronic structure codes. It powers the Materials Project.
alphalens - Performance analysis of predictive (alpha) stock factors
reinforcement_learning_course_materials - Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University
AeroPython - Classical Aerodynamics of potential flow using Python and Jupyter Notebooks
jupytemplate - Templates for jupyter notebooks
pydna - Clone with Python! Data structures for double stranded DNA & simulation of homologous recombination, Gibson assembly, cut & paste cloning.
jupyter-memgraph-tutorials - Learn to use Memgraph and GQLAlchemy quickly with the help of Jupyter Notebooks
wordle-solver - For educational purposes, a simple script that assists in solving the word game Wordle.