Tag: Data science
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Qubit quest takes a topological turn
Posted on July 3, 2023, Level beginner Resource Length medium
Google and Quantinuum bring a new, promising particle into the quantum computer road map. Two teams of researchers have used topology, a centuries-old field of mathematics, and a new kind of "quasiparticle" to come up with an error-correction technique for quantum computers that could leave others developed to date in the bin. By Margo Anderson.
Tags miscellaneous performance machine-learning data-science big-data
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How GitHub Copilot is getting better at understanding your code
Posted on June 8, 2023, Level beginner Resource Length medium
With a new Fill-in-the-Middle paradigm, GitHub engineers improved the way GitHub Copilot contextualizes your code. By continuing to develop and test advanced retrieval algorithms, they're working on making our AI tool even more advanced. By github.blog.
Tags devops app-development machine-learning big-data data-science
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How to hack Hacker News (and consistently hit the front page)
Posted on May 27, 2023, Level intermediate Resource Length medium
Getting featured on the HN front page is high on every Indie Hacker's bingo card, not to mention "hacking Hacker News." However, we found a way to consistently get to the front page using a repeatable process that you can use too. By Iron Brands.
Tags data-science miscellaneous analytics learning
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LangChain has added Cypher Search
Posted on May 26, 2023, Level intermediate Resource Length medium
With the LangChain library, you can conveniently generate Cypher queries, enabling an efficient retrieval of information from Neo4j. By Tomaz Bratanic.
Tags apis app-development search database data-science
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Building and training your first neural network with TensorFlow and Keras
Posted on May 20, 2023, Level intermediate Resource Length medium
Learn how to build and train your first Image Classification model with Keras and TensorFlow using Convolutional Neural Network. By Aryan Garg.
Tags data-science big-data app-development analytics
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12 best & most unique search engines to try in 2023
Posted on May 8, 2023, Level beginner Resource Length medium
Although Google is by far the most popular search engine, it's certainly not the only search engine. Different search engines have different audience demographics. And different pros and cons. By Vlado Pavlik.
Tags data-science search miscellaneous bots cio browsers
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A serverless query engine from spare parts
Posted on May 7, 2023, Level intermediate Resource Length medium
An open-source implementation of a Data Lake with DuckDB and AWS Lambdas. In this post we will show how to build a simple end-to-end application in the cloud on a serverless infrastructure. The purpose is simple: we want to show that we can develop directly against the cloud while minimizing the cognitive overhead of designing and building infrastructure. By Ciro Greco.
Tags data-science streaming apis database serverless open-source
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Moving beyond Google: Why ChatGPT is the search engine of the future
Posted on April 26, 2023, Level beginner Resource Length medium
I was thrilled when my school announced its new 1-to-1 technology program in my first year of teaching, a decade ago. This announcement meant that each of our students would now have a school-issued laptop in the classroom. Not only was it a welcome transition from traditional paper-based learning, but it also meant that I would be relieved from my daily tussles with the copy machine. By Zak Cohen
Tags miscellaneous data-science big-data search learning
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Organoid intelligence: Computing on the brain
Posted on April 25, 2023, Level beginner Resource Length short
Small spheres of neurons show promise for drug testing and computation. In parallel with recent developments in machine learning like GPT-4, a group of scientists has recently proposed the use of neural tissue itself, carefully grown to re-create the structures of the animal brain, as a computational substrate. By Michael Nolan.
Tags miscellaneous data-science big-data startups
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Simplified data pipelines with Pulsar transformation functions
Posted on April 24, 2023, Level intermediate Resource Length medium
They provide a low-code way to develop basic processing and routing of data using existing Pulsar features. Using functions in the cloud is a very efficient way of creating iterable workflows that can transform data, analyze source code, make platform configurations, and do many other useful jobs. As you develop a function you will quickly realize a need for a solid foundation of utilities and formatting. By Christophe Bornet.
Tags app-development data-science apache big-data
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Eying efficiency: This is data's opportunity
Posted on April 13, 2023, Level intermediate Resource Length long
Data is the biggest value driver for businesses bringing positive change and enabling near term efficiency. Maintaining an eye on the future is so important to businesses - and it's why data leadership is of rising value. Although currently there's a great deal of economic uncertainty, the data community should feel optimistic; this is the opportunity to demonstrate business value, benefit colleagues and play a role in efficiency and sustainability initiatives. By Danielle McConville.
Tags data-science cio how-to big-data machine-learning
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Real-time data linkage via Linked Data Event Streams
Posted on April 12, 2023, Level intermediate Resource Length long
Real-time interchanging data across domains and applications is challenging; data format incompatibility, latency and outdated data sets, quality issues, and lack of metadata and context. A Linked Data Event Stream (LDES) is a new data publishing approach which allows you to publish any dataset as a collection of immutable objects. The focus of an LDES is to allow clients to replicate the history of a dataset and efficiently synchronize with its latest changes. By towardsai.net.
Tags data-science streaming performance how-to big-data apache