Epidemic Modeling 302: The Impact of Age Structure on Epidemic Spreading
Data For Science
by Bruno Gonçalves
1M ago
Epidemiology 302 The Impact of Age Structure on Epidemic Spreading Welcome to the latest post on our long-running epidemic modeling series. In this post, we’ll cover how to introduce age structure into our compartmental models and its impact on how an epidemic spreads. If you need a quick refresher, check out our previous posts in this series (especially the first 2): Epidemic Modeling 101: Or why your CoVID19 exponential fits are wrong All CoVID-19 models are wrong, but some are useful Adding confidence intervals and stochastic effects to your CoVID-19 Models Impact ..read more
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Thursday Ten — Week 51 of 2023
Data For Science
by Bruno Gonçalves
3M ago
A curated list of the most interesting Youtube videos that we encountered this week, with a small bias towards Computer Science, Machine Learning, Data Science and AI. 1. Lessons from building GitHub code search October 04, 2023 https://medium.com/media/e62facb212e9fa5c0a6506aea14cf6c1/href2. Grindavik November 11, 2023 https://medium.com/media/b3509831824f084c10c1547824a70f3f/href3. Bricks Can Absorb Traffic Noise — Thesis Preso on Helmholtz Resonators December 08, 2023 https://medium.com/media/8a33c8d0947824690489f720b0ab0bcf/href4. Elite: “The game that couldn’t be ..read more
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Deep Learning
Data For Science
by Bruno Gonçalves
3M ago
Understanding deep learning and machine learning foundations for data science Our next webinar is coming up on Tuesday, December 19, 2023. Over the past few years we have seen a convergence of two large scale trends: Big Data and Big Compute. The resulting combination of large amounts of data and abundant CPU (and GPU) cycles has brought to the forefront and highlighted the power of neural network techniques and approaches that were once thought to be too impractical. Deep Learning, as this new wave of interest has come to be known, has made impressive and unprecedented progress on a ..read more
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Natural Language Processing
Data For Science
by Bruno Gonçalves
3M ago
Fundamental and advanced techniques Our next webinar is coming up on Wednesday, December 13, 2023. The rise of online social platforms has resulted in an explosion of written text in the form of blogs, posts, tweet, wiki pages, etc. This new wealth of data provides a unique opportunity to explore natural language in its many forms, both as a way of automatically extracting information from written text and as a way of artificially producing text that looks natural. In this video we will introduce viewers to natural language processing from scratch. Each concept is introduced and expl ..read more
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Thursday Ten — Week 49 of 2023
Data For Science
by Bruno Gonçalves
4M ago
A curated list of the most interesting Youtube videos that we encountered this week, with a small bias towards Computer Science, Machine Learning, Data Science and AI. 1. Grand Theft Auto VI Trailer 1 December 04, 2023 https://medium.com/media/a34e61c877f0ce7f642e980ed890be1e/href2. I was scared To say this to NASA (But I said it anyway) — Smarter Every Day December 03, 2023 https://medium.com/media/2f237a902c1a770ade90b14aa1aaff2c/href3. Why Did These LEDs Light Up? ESP32-S3 — Which Pins Are Safe to Use? December 01, 2023 https://medium.com/media/6497e7dc38e ..read more
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Natural Language Processing
Data For Science
by Bruno Gonçalves
4M ago
Fundamental and advanced techniques Our next webinar is coming up on Wednesday, December 13, 2023. The rise of online social platforms has resulted in an explosion of written text in the form of blogs, posts, tweet, wiki pages, etc. This new wealth of data provides a unique opportunity to explore natural language in its many forms, both as a way of automatically extracting information from written text and as a way of artificially producing text that looks natural. In this video we will introduce viewers to natural language processing from scratch. Each concept is introduced and expl ..read more
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Thursday Ten — Week 48 of 2023
Data For Science
by Bruno Gonçalves
4M ago
A curated list of the most interesting Youtube videos that we encountered this week, with a small bias towards Computer Science, Machine Learning, Data Science and AI. 1. Half-Life: 25th Anniversary Documentary November 17, 2023 https://medium.com/media/6575ec3e9091772201199a51e6bc520f/href2. Intro to Large Language Models [Video] November 22, 2023 https://medium.com/media/c442f6ffcc3423772a229e36dfb53349/href3. Yann LeCun on why AI must be open source November 24, 2023 https://medium.com/media/27f1a762e0f06e9f3efd7423e4a5bb51/href4. Swift as C++ Successor in Foun ..read more
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ChatGPT and Competing LLMs
Data For Science
by Bruno Gonçalves
4M ago
Compare ChatGPT, BERT, LLAMA, and other LLMs to select the best solution for your application Our next webinar is coming up on Wednesday, November 29, 2023. Large Language Models (LLMs) are perhaps the largest step forward in natural language processing in recent years. LLMs combine almost inconceivable amounts of textual data, the latest developments in Transformer deep neural networks, and self-supervised machine learning approaches to learn billions of parameters. The end result is a class of systems that is unprecedented in its capability to generate text and interact with users in a ..read more
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Data Science From Scratch
Data For Science
by Bruno Gonçalves
4M ago
Data Science Book of the Week This weeks Data Science Book is “Data Science From Scratch” by J. Grus. In this book, Grus, a mathematician by training, guides you through the math, statistics, and ideas underlying the algorithms of modern Data Science while showing you how to implement them from scratch. As you work your way through the book you’ll quickly become an expert in the finer points (and possible pitfalls) of each algorithm while at the same time significantly improving your Python proficiency. Data Science from Scratch: First Principles with Python Read all stories on Medium a ..read more
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ChatGPT and Competing LLMs
Data For Science
by Bruno Gonçalves
4M ago
Compare ChatGPT, BERT, LLAMA, and other LLMs to select the best solution for your application Our next webinar is coming up on Wednesday, November 29, 2023. Large Language Models (LLMs) are perhaps the largest step forward in natural language processing in recent years. LLMs combine almost inconceivable amounts of textual data, the latest developments in Transformer deep neural networks, and self-supervised machine learning approaches to learn billions of parameters. The end result is a class of systems that is unprecedented in its capability to generate text and interact with users in a ..read more
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