This post discusses a new ML model developed by Twitter to efficiently predict activity in dynamic graphs
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https://blog.twitter.com/engineering/en_us/topics/insights/2021/temporal-graph-networks.html
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https://blog.twitter.com/engineering/en_us/topics/insights/2021/temporal-graph-networks.html
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Deep learning on dynamic graphs
A new neural network architecture for dynamic graphs
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🎓 Datasets are discoverable through papers, all areas of ML/NLP, tasks, modalities, and languages.
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https://www.paperswithcode.com/datasets
huggingface.co
Trending Papers - Hugging Face
Your daily dose of AI research from AK
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https://www.kdnuggets.com/2021/02/stunning-visualizations-using-python.html
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https://www.kdnuggets.com/2021/02/stunning-visualizations-using-python.html
KDnuggets
How to create stunning visualizations using python from scratch - KDnuggets
Data science and data analytics can be beautiful things. Not only because of the insights and enhancements to decision-making they can provide, but because of the rich visualizations about the data that can be created. Following this step-by-step guide using…
Interview process for ML Engineers and Data Scientists
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Twitter Thread:
https://twitter.com/Al_Grigor/status/1358841078854598659
Github:
https://github.com/alexeygrigorev/data-science-interviews
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Twitter Thread:
https://twitter.com/Al_Grigor/status/1358841078854598659
Github:
https://github.com/alexeygrigorev/data-science-interviews
Twitter
Alexey Grigorev
Interview process for ML Engineers and Data Scientists: 1️⃣ Screening 2️⃣ Machine Learning 3️⃣ Coding 4️⃣ Case studies 5️⃣ System design 6️⃣ Behavioral Here's what you can expect at each step (Thread) 👇
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KDnuggets
Predict Electricity Consumption Using Time Series Analysis
Time series forecasting is a technique for the prediction of events through a sequence of time. In this post, we will be taking a small forecasting problem and try to solve it till the end learning time series forecasting alongside.
Free Best sources of learning for Linear Algebra
MIT: open course ware
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MIT: open course ware
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YouTube 3Blue1Brown
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Stanford & UCLA
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MIT OpenCourseWare
Linear Algebra | Mathematics | MIT OpenCourseWare
This is a basic subject on matrix theory and linear algebra. Emphasis is given to topics that will be useful in other disciplines, including systems of equations, vector spaces, determinants, eigenvalues, similarity, and positive definite matrices.
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https://nuggetsnetwork.com/blog/Machine-Learning-Case-Studies.html
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https://nuggetsnetwork.com/blog/Machine-Learning-Case-Studies.html
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#beginner #datascience #machinelearning #roadmap
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https://www.kdnuggets.com/2021/02/data-science-learning-roadmap-2021.html
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https://www.kdnuggets.com/2021/02/data-science-learning-roadmap-2021.html
KDnuggets
Data Science Learning Roadmap for 2021
Venturing into the world of Data Science is an exciting, interesting, and rewarding path to consider. There is a great deal to master, and this self-learning recommendation plan will guide you toward establishing a solid understanding of all that is foundational…
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Machine Learning for Healthcare course from MIT ✅
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@kdnuggets @datasciencechats
https://tidd.ly/3efHykI
Cost: Free Audit (without certification)
Certification 💸
With Certification - approx Rs 3580 (~$50)💰
An introduction to machine learning for healthcare, ranging from theoretical considerations to understanding human consequences of deploying technology in the clinic, through hands-on Python projects using real healthcare data
Join for more @coursenuggets
@kdnuggets @datasciencechats
https://tidd.ly/3efHykI
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https://www.technologyreview.com/2020/10/16/1010566/ai-machine-learning-with-tiny-data/amp/?__twitter_impression=true
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https://www.technologyreview.com/2020/10/16/1010566/ai-machine-learning-with-tiny-data/amp/?__twitter_impression=true
MIT Technology Review
A radical new technique lets AI learn with practically no data
“Less than one”-shot learning can teach a model to identify more objects than the number of examples it is trained on.
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Apple
Machine Learning / AI Internship - Jobs at Apple
Apply for a Machine Learning / AI Internship job at Apple. Read about the role and find out if it’s right for you.
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https://www.udemy.com/course/machine-learning-regression-and-classification-math-inc/?couponCode=0CB592D876CCED7AB4B7
Udemy
Machine Learning - Regression and Classification (math Inc.)
<p>Machine learning is a branch of artificial intelligence (AI) focused on building applications that learn from data and improve their accuracy over time without being programmed to do so.</p><p>In data science, an algorithm is a sequence of statistical…
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✅Data Science Nuggets👇
https://www.linkedin.com/groups/13661437
✅India Referral Jobs👇
https://www.linkedin.com/groups/13622969