Tag: Data science
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How to learn Scala for data engineering?
Posted on December 13, 2023, Level beginner Resource Length long
Scala has been one of the most trusted and reliable programming languages for several tech giants and startups to develop and deploy their big data applications. Top companies from Netflix and LinkedIn to Foursquare and AirBnB take advantage of the many benefits of Scala in reliably developing their platforms and integrating with state-of-the-art machine learning models. By ParamRaval.
Tags data-science scala big-data learning programming
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How to use Kaggle for data science
Posted on December 9, 2023, Level beginner Resource Length medium
Kaggle is the largest platform for data scientists and machine learning experts, offering aspirants with the most hands-on experience in the complicated field of data science. Due to this, experts have high praise for the Kaggle community for its role in data scientist upskilling. The study of any subject requires classification. If you want to crack open all the data types for the juicy information inside, check out the different types of big data articles here. By Abhresh Sugandhi.
Tags data-science how-to big-data programming learning
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The small business owner's guide to data analytics
Posted on October 13, 2023, Level beginner Resource Length medium
Big data technology is transforming nearly every industry quickly by providing actionable business information. Because of its effectiveness, even business leaders who are generally slow to adopt new technology are curious about implementing big data analytics and using its insights. By Jennifer Dublino.
Tags analytics learning big-data cio data-science
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How to use Scala for data science
Posted on October 6, 2023, Level intermediate Resource Length medium
These days we widely use Scala in Data Science and Machine Learning fields. Scala is a small, fast, and efficient multi-paradigm programming language built on a compiler. The JVM(Java Virtual Machine) is Scala's main advantage . Scala code is first compiled by a Scala compiler, which generates bytecode, which is then transported to the JVM for output generation.
Tags scala programming data-science akka big-data
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Code refactoring in Java: Tips, best practices, techniques
Posted on October 5, 2023, Level beginner Resource Length short
Java Code refactoring is the practice of restructuring and improving existing code by making small incremental changes that do not impact the external behavior of the code. Code refactoring involves changing the internal structure of the code to improve readability, performance, maintainability, and efficiency without breaking the code's functionality. By Digma.
Tags programming data-science ai code-refactoring teams big-data
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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
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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
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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
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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
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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
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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