climate-change-data
yt-channels-DS-AI-ML-CS
climate-change-data | yt-channels-DS-AI-ML-CS | |
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2 | 5 | |
537 | 1,254 | |
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0.6 | 0.0 | |
5 months ago | over 1 year ago | |
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Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
climate-change-data
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5 Ways to Celebrate Earth Day as a Developer πππ
A couple of sources for climate-related open data is OpenClimateData.net which is a curated list of sources for open emissions and climate agreements data that are made public by various NGOs and the UN. Another great source for open data is this GitHub repo by Dr. Kasia Kulma, as per her bio a data scientist focused on using data for good. The repo is extensive and not only does it offer open data, but many APIs and open source projects as well. Check out the repoβs README to see the long list of links.
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Honey bees at risk for colony collapse from longer, warmer fall seasons
Are you denying human caused climate change because you don't think there's enough data to support it? You believe the data supporting climate change theories only dates from 1979? Well, great news, I have lots of reading that will quickly get you up to date and help you understand that climate change isn't demonstrated only through satellite models!
In the IPCC Sixth Assessment Report introduction, you can see the various methodologies used to demonstrate the effects of human-caused climate change: https://www.ipcc.ch/report/ar6/wg1/chapter/chapter-1/#1.3
For example, we've been taking thermometer and barometer observations at Earth's surface since the 1600s. By the 1800s this was widely distributed through naval weather logs. For atmospheric readings, we've been getting those since the 40's, not 70s, because that's when we invented weather balloons :) but we have even further back information, through the field of Paleoclimate, where we do things like measuring C02 concentration of bubbles in polar ice sheets, dating back as much as 800,000 years ago. We can also use tree rings (hundreds of years, or thousands if fossilized), "corals, stalactites and stalagmites, dust sediments, fossil pollen, peat, lake sediment, and marine sediment" to measure climate change over millenia, no need for satellites!
Want to play with all the data on your own? https://github.com/KKulma/climate-change-data Her's a curated list of all sorts of data you can play with. https://openclimatedata.net/ Here's some jupyter notebooks!
What data is missing that you think it's "not enough?"
yt-channels-DS-AI-ML-CS
- List of computer science learning sites
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Any Really Good Computer Science or Coding Channels on YT?
Check out this list I compiled a while back. https://github.com/benthecoder/yt-channels-DS-AI-ML-CS. Hope it helps
- Which blogs/youtube channels should I follow as a beginner in Data sciences?
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I compiled a list of YouTube channels for Data Science, Python, Software engineering, Machine Learning and more
Github repo: https://github.com/benthecoder/yt-channels-DS-AI-ML-CS Github pages: https://benthecoder.github.io/yt-channels-DS-AI-ML-CS/
- A List of YouTube Channels for Data Science, ML, AI, Programming, and More
What are some alternatives?
awesome-chatgpt - π€ Awesome list for ChatGPT β an artificial intelligence chatbot developed by OpenAI
Data-Science-Machine-Learning-Project-with-Source-Code - Data Science and Machine Learning projects with source code.
Computer-Science-Resources - A list of resources in different fields of Computer Science
Mage - π§ The modern replacement for Airflow. Mage is an open-source data pipeline tool for transforming and integrating data. https://github.com/mage-ai/mage-ai
awesome-bigdata - A curated list of awesome big data frameworks, ressources and other awesomeness.
awesome-javascript-learning - A tiny list limited to the best JavaScript Learning Resources
sourcery - Instant AI code reviews
open-source-cs - Video discussing this curriculum:
start-machine-learning - A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
machine-learning-roadmap - A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.
awesome-css-learning - A tiny list limited to the best CSS Learning Resources
awesome-codex - A list dedicated to products, demos and articles related to π€ OpenAI's Codex.