data-science
PythonDataScienceHandbook
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data-science | PythonDataScienceHandbook | |
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51 | 98 | |
18,120 | 41,407 | |
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20 days ago | 3 days ago | |
Jupyter Notebook | ||
GNU General Public License v3.0 or later | MIT License |
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data-science
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How to escape generational poverty in this city
Look into MIT opencourseware — eg https://ocw.mit.edu/courses/6-0002-introduction-to-computational-thinking-and-data-science-fall-2016/. Or try a Google search "site:github.com data analysis full course"; this from OSSU seems good https://github.com/ossu/data-science. There are tons of free CS/data courses out there and there's no need to pay. You can go through the whole undergrad CS curriculum online free. Of all high paying industries, tech is by far the easiest to self-teach for free. You DM if you're not able to find something that works for you and we can discuss.
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Recommended pre requisite course before getting Google Data Analytics Professional Certificate
I would recommend you to check out the Data Scientist study plan made by OSSU (https://github.com/ossu/data-science), it is literally the Data Science career but with free resources, including Coursera courses.
- Correcting my IT Career Path and Growth
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Is Data Analyst hard and worth it?
Path to a free self-taught education in Data Science
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Thoughts on OSSU path to self-taught education in DATA SCIENCE
I'm a CS student from a third world country and I'm really interested in Data Science. Biggest issue is that my univeristy is bullshit. Zero serious work. I'm still taking classes only because of that degree that I can put one day on my CV. Exams are on middle school level and with just a tiny bit of knoweledge you can pass easily. I started learning some coding online from CS50 and I became really interested in Data Science/ML. I was looking for roadmaps and this one looks really good to me to go with. OSSU - DATA SCIENCE
- Does anyone know of some online learning services offer tech courses besides programming?
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Looking For Paid Tutor Python
Not a tutor but here’s a good resource to aid you in your journey, best of luck
- Data Analysts, anong dapat kong aralin?
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Best path to follow if you want to get into Natural Language Processing?
She can run through this to see if data is the right field for her, before sinking money into it: https://github.com/ossu/data-science
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Career Shifter
Just to add a resource na u might want to look into. Kumpleto na. https://github.com/ossu/data-science or https://github.com/ossu/computer-science
PythonDataScienceHandbook
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About Data analyst, data scientist and data engineer, resources and experiences
Python Data Science Handbook
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Where to learn data science with python??
Python Data Science Handbook — learn to use Python libraries such as NumPy, Pandas, Matplotlib, Scikit-Learn, and related tools to effectively store, manipulate, and gain insight from data
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Book Recommendations
I don't know what tools you will be using but if you will be using Python you can start with Python Data Science Handbook by Jake VanderPlas and Data Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting DataData Science & Big Data Analytics: Discovering, Analyzing, Visualizing and Presenting Data which gives a very good outlook on the data science and big data frame work. PS: Jake's book is also available as jupyter notebooks so you can read and run the code at the same time.
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Other programing options?
Python Data Science Handbook by Jake VanderPlas (https://jakevdp.github.io/PythonDataScienceHandbook/)
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Pathways out of GIS?
Otherwise you can work through courses on Datacamp, Coursera, Udemy, etc, or check out this book for a more general non-spatial perspective.
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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.
- Help a lady out (career advice(
- Resources for Current DE Interested in Learning Data Science
- Good book or course to learn Python for someone who is fluent in R?
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Python equivalent to R's ecosystem of open source educational materials
I can recommend https://jakevdp.github.io/PythonDataScienceHandbook/
What are some alternatives?
computer-science - :mortar_board: Path to a free self-taught education in Computer Science!
django-livereload-server - Livereload functionality integrated with your Django development environment.
data-science-ipython-notebooks - Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Exercism - Scala Exercises - Crowd-sourced code mentorship. Practice having thoughtful conversations about code.
hacker-roadmap - A collection of hacking tools, resources and references to practice ethical hacking.
Serpent.AI - Game Agent Framework. Helping you create AIs / Bots that learn to play any game you own!
bioinformatics - :microscope: Path to a free self-taught education in Bioinformatics!
lego-mindstorms - My LEGO MINDSTORMS projects (using set 51515 electronics)
cs-topics - My personal curriculum covering basic CS topics. This might be useful for self-taught developers... A work in development! This might take a very long time to get finished!
OSQuery - SQL powered operating system instrumentation, monitoring, and analytics.
developer-roadmap - Interactive roadmaps, guides and other educational content to help developers grow in their careers.
devdocs - API Documentation Browser