Tag: Machine learning
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AI for programmers
Posted on November 30, 2023, Level beginner Resource Length long
With the growing discussions about the integration of artificial intelligence (AI) into software development via tools like ChatGPT and Github Copilot, author has explored these AI-driven coding aids for some time. Initially, he engaged with Tabnine, a tool similar in function to Github Copilot, albeit a paid service, and his initial experiences were less than satisfactory. Subsequently, author approached AI-based products from other companies with a certain degree of skepticism. By Michał Szulczewski.
Tags ai scala how-to machine-learning app-development learning programming
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MLOps and the evolution of data science
Posted on September 27, 2023, Level beginner Resource Length long
The advancement of computing power over recent decades has led to an explosion of digital data, from traffic cameras monitoring commuter habits to smart refrigerators revealing how and when the average family eats. Both computer scientists and business leaders have taken note of the potential of the data. The information can deepen our understanding of how our world works—and help create better and "smarter" products. By IBM Data and AI Team.
Tags cio machine-learning app-development big-data
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Report explores quantum computing in particle physics
Posted on August 23, 2023, Level beginner Resource Length short
Researchers from CERN, DESY, IBM Quantum and more than 30 other organisations have published a white paper identifying activities in particle physics that could benefit from quantum-computing technologies. By Kristiane Bernhard-Novotny.
Tags big-data machine-learning cio fintech infosec miscellaneous
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Everything you have to know about IoT expansion
Posted on July 25, 2023, Level beginner Resource Length short
Raspberry Pi are often the gateway device for developers first getting into tinkering with an IoT project. These single-board computers are relatively inexpensive, easy to get started with, and compatible with a variety of different sensors. By Andrew Black.
Tags iot miscellaneous robotics devops app-development machine-learning
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AI-fueled productivity: Generative AI opens new era of efficiency across industries
Posted on July 13, 2023, Level beginner Resource Length medium
Businesses that previously dabbled in AI are now rushing to adopt and deploy the latest applications. Generative AI - the ability of algorithms to create new text, images, sounds, animations, 3D models and even computer code — is moving at warp speed, transforming the way people work and play. By Cliff Edwards.
Tags big-data ai how-to machine-learning
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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 to access, install, and use AI ChatGPT-4 plugins (and why you should)
Posted on June 24, 2023, Level beginner Resource Length medium
ChatGPT-3.5 is useful. ChatGPT-4 can be very useful. But, for the most useful version of ChatGPT to date, you need to add, implement, and use ChatGPT-4 with plugins. By Steven Vaughan-Nichols.
Tags startups cloud machine-learning miscellaneous
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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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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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Mastering weather predictions: AI with LSTM Deep Learning models for accurate temperature forecasts
Posted on April 1, 2023, Level beginner Resource Length long
Predicting temperature trends with advanced deep learning techniques using LSTM. Weather forecasting is one of the most important tools in the modern world and developing a good temperature prediction model can be a huge competitive advantage for many businesses. Ambient temperature measurement is directly linked to several business areas such as agriculture, energy sector, trading, aviation, and many other sectors. By Octavio Santiago.
Tags big-data data-science machine-learning app-development learning
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How to transform time series for deep learning
Posted on February 26, 2023, Level intermediate Resource Length long
Forecasting with deep neural networks. A time series is a sequence of values ordered in time. So, it needs to be transformed for supervised learning. By Vitor Cerqueira.
Tags machine-learning app-development data-science how-to big-data iot
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Storing OpenAI embeddings in Postgres with pgvector
Posted on February 8, 2023, Level beginner Resource Length medium
A new PostgreSQL extension is now available in Supabase: pgvector, an open-source vector similarity search. By Greg Richardson.
Tags cloud machine-learning devops bots database