Tag: Data science
-
ChatGPT-4 for developers: How to debug, refactor, and fix code
Posted on October 4, 2023, Level beginner Resource Length short
Our guide explains the use of ChatGPT in programming. Know how to leverage ChatGPT for code completion, bug fixes, refactoring code and code reviews. By Aravind Aby.
Tags programming data-science ai learning teams 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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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