Tag: Big data
-
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
-
Measuring trends in Artificial Intelligence
Posted on September 17, 2023, Level beginner Resource Length short
The AI Index is an independent initiative at the Stanford Institute for Human-Centered Artificial Intelligence (HAI), led by the AI Index Steering Committee, an interdisciplinary group of experts from across academia and industry. The annual report tracks, collates, distills, and visualizes data relating to artificial intelligence, enabling decision-makers to take meaningful action to advance AI responsibly and ethically with humans in mind. By stanford.edu.
Tags ai data-science cio learning big-data
-
Artificial intelligence is a very real data center problem
Posted on September 16, 2023, Level beginner Resource Length medium
It would be stupid for us to not consider the consequences as tools like Open AI's ChatGPT or Google's Bard for example to proliferate and introduce machine intelligence to everyday people. That includes how our data centers are evolving amid the rapid growth in data that needs to be stored, processed, managed, and transferred. By Dr. Michael Lebby.
Tags ai data-science cio database big-data
-
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
-
Google BigQuery ETL: 11 best practices for high performance
Posted on August 22, 2023, Level beginner Resource Length medium
Google BigQuery – a fully managed Cloud Data Warehouse for analytics from Google Cloud Platform (GCP), is one of the most popular Cloud-based analytics solutions. Due to its unique architecture and seamless integration with other services from GCP, there are certain best practices to be considered while configuring Google BigQuery ETL (Extract, Transform, Load) & migrating data to BigQuery. By Faisal K K.
Tags gcp cloud big-data cio data-science
-
Ten best self-hosted apps for your Raspberry Pi
Posted on August 17, 2023, Level beginner Resource Length medium
This article provides you with the best and most popular applications by categories that you can self-host on your Raspberry Pi device. By Bobby Borisov.
Tags robotics web-development iot big-data miscellaneous servers
-
What is Arduino? A beginner's guide to understand it
Posted on August 16, 2023, Level beginner Resource Length medium
What is Arduino? Well, before, working with electronics required a strong understanding of mathematics, physics, and other concepts. But with the advent of technology, various tools and equipment have changed the electronics working model so that immense knowledge is no longer required. By Aakash Yadav.
Tags robotics app-development iot big-data
-
How to deploy an AI model in Python with PyTriton
Posted on July 18, 2023, Level intermediate Resource Length medium
AI models are everywhere, in the form of chatbots, classification and summarization tools, image models for segmentation and detection, recommendation models, and more. AI machine learning (ML) models help automate many business processes, generate insights from data, and deliver new experiences. By Shankar Chandrasekaran.
Tags cio ai big-data python data-science
-
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
-
Phantom types without phantom pain
Posted on July 9, 2023, Level intermediate Resource Length medium
Phantom types is an interesting feature of the Scala programming language. While extremely useful for library authors, they have a reputation of being too confusing, complex and unnecessary, especially for programmers coming from different backgrounds - weakly typed languages. By Jaroslav Regec.
Tags big-data programming how-to scala java
-
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
-
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