Tag: Big data
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How IBM is helping accelerate AI adoption and application centric connectivity
Posted on March 19, 2024, Level beginner Resource Length short
Outside the glitz of new phones, connected cars and 5G with everything, there are some real challenges the industry must address. Top of mind for me are three key challenges, and opportunities, to which we must all pay attention, should we expect our industry to remain healthy. By Andrew Coward.
Tags ibm ai cio management big-data machine-learning
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Mastering Python for Data Science: Beyond the basics
Posted on March 18, 2024, Level beginner Resource Length medium
Python reigns supreme in the data science world, yet many aspiring (and even veteran) data scientists only scratch the surface of its true capabilities. To truly master data analysis with Python, you must venture beyond the basics and use advanced techniques tailored for efficient data manipulation, parallel processing, and leveraging specialized libraries. By Nahla Davies.
Tags python app-development web-development big-data machine-learning
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Business intelligence services: Navigating the future of data analytics
Posted on March 10, 2024, Level beginner Resource Length medium
How does a business make key decisions? In a business environment, decisions take place based on evidence and information derived through various operations. A company decides to expand its manufacturing facility to produce more goods when shifts in consumer demand indicate growth. By infomineo.com.
Tags learning analytics cio big-data
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Introducing WAP pattern support with Apache Iceberg
Posted on February 3, 2024, Level intermediate Resource Length long
If you're using SQLMesh alongside Apache Spark and Apache Iceberg, I have some exciting news for you! Starting from version 0.57.0, SQLMesh applies the Write-Audit-Publish (WAP) pattern when executing models using Apache Spark and the Apache Iceberg data format. The best part? No user action is required to enable this behavior - it's enabled by default. By Iaroslav Zeigerman.
Tags analytics big-data app-development apache devops
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FinOps sketchnotes: Introducing cloud FinOps
Posted on January 17, 2024, Level intermediate Resource Length medium
Transitioning to the cloud means more than just migrating your workloads or building innovative new apps. While it's a great first step for your organization, it's just the beginning. To truly maximize the value of your cloud investments requires a fundamental shift in mindset and culture to rethink how your organization operates when imbued with technology. By Eric Lam and Pathik Sharma.
Tags cloud gcp machine-learning big-data performance cio
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Everything you need to know about Arduino shields
Posted on January 16, 2024, Level intermediate Resource Length medium
Arduino is a popular open-source electronics platform that has revolutionised the world of DIY projects. With its powerful microcontrollers and versatile programming environment, Arduino allows enthusiasts and professionals alike to bring their creative ideas to life. One of the key features that make Arduino even more powerful is the availability of shields. By Jack Portley.
Tags iot how-to machine-learning big-data performance robotics
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TOPS AI vs. real world performance
Posted on January 10, 2024, Level beginner Resource Length short
Burgeoning machine learning and AI emerging use cases promise to create significant value for industries via accelerated information processing and increased accuracy of decision-making. But machine learning models are compute-intensive, demand high-frequency, and real-time AI analysis scenarios, which has led enterprises to lean on performance guidance using the metric Trillions of Operations Per Second (TOPS). TOPS captures "how many mathematical operations can an accelerator deliver in one second?" to compare and identify the best accelerator for a given inference task. By Rehan Hameed.
Tags ai how-to machine-learning big-data performance
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Four AI trends small businesses should watch in 2024 and beyond
Posted on December 29, 2023, Level beginner Resource Length short
Until recently, the applications of artificial intelligence have remained in the hands of scientists, engineers and big business. But for the first time in history, anyone with an internet connection and keyboard can harness this technology. AI-powered tools – like OpenAI's ChatGPT – have well and truly captured the public's attention. By Alex von Schirmeister.
Tags miscellaneous cio ai big-data machine-learning
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Intel launches industry's first AI PC acceleration program
Posted on December 21, 2023, Level beginner Resource Length medium
Building on the AI PC use cases shared at Innovation 2023, Intel recently launched the AI PC Acceleration Program, a global innovation initiative designed to accelerate the pace of AI development across the PC industry. By Intel PR.
Tags miscellaneous startups big-data app-development cio cloud
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FunSearch: DeepMind unlocks math discoveries with AI
Posted on December 14, 2023, Level beginner Resource Length short
FunSearch teams up creative AI that spits out code with a system that checks if the ideas are actually good. This back-and-forth helps it evolve initial thoughts into solid discoveries. By Alex Ivanovs.
Tags data-science google big-data programming
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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