Tag: Big data
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Importance of code reusability in software development
Posted on November 9, 2023, Level beginner Resource Length medium
Explore the power of code reusability in software development. Learn best practices for efficiency, cost-effectiveness, and superior software quality. By Anupam Pal Singh and Harshit Paul.
Tags oop learning big-data code-refactoring programming php
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How to optimize SQL queries for faster data retrieval
Posted on October 30, 2023, Level beginner Resource Length medium
SQL (Structured Query Language), as you probably, know, helps you collect data from databases. It is specifically designed for that. In other words, it works with rows and columns, allowing you to manipulate data from databases using SQL queries. By Nate Rosidi.
Tags database software performance big-data analytics
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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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Bridging the gap between SQL and NoSQL in PostgreSQL with JSON
Posted on October 10, 2023, Level beginner Resource Length medium
PostgreSQL, a popular open-source relational database system can be used as a hybrid database to handle both structured and semi-structured data. PostgreSQL's support for JSON and JSONB object types allows for flexible data modelling and can solve many of the same problems that NoSQL databases are made to address. By Leslie S. Gyamfi.
Tags mysql big-data teams database nosql json
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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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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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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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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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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