Analytics

Analytics news, information, and how-to advice

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PyTorch tutorial: Get started with deep learning in Python

Learn how to create a simple neural network, and a more accurate convolutional neural network, with the PyTorch deep learning library

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Introduction to Learning to Rank (LTR) search analysis

The technique can fix search results based on user preferences or implicit behavior

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Data literacy: What it means and why it’s essential for your business

Putting data in the hands of a few experts is a powerful thing, but making it available throughout an organization can be a game-changer

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Insights-as-a-service: Giving companies a fast lane to data-driven action

If today data is king, then IaaS is fast emerging as the contractual chief adviser, helping to inform business decisions based on data-driven points of knowledge, predictions analytics, and insights

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What if the LOB followed the right analytics strategy?

Part of that strategy means the business users will need to be tempered by people who understand the analytics tools and processes, and who know how to optimize their use

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Visual Studio Code joins the Anaconda Python data science toolkit

Microsoft’s Anaconda support is the next step in its open source analytics expansion

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Think every business should become a software business? Think again

Rather than view themselves as software companies, organizations need to think of themselves as data companies

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The marvels of an event-based schema

When working with various data types at the speed of big data, this method is ideal for integrating and aggregating assorted information for the holistic value it provides

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Unlocking the power of today’s big data through governance

Contrary to what some believe, data governance isn’t about creating a veil of secrecy around data

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Artificial general intelligence (AGI): The steps to true AI

Early AI research tackled the challenge the wrong way, but there’s now progress around machine intuition, unsupervised learning, and creativity

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7 essential technologies for a modern data architecture

These key technologies are “re-platforming” the enterprise to enable faster, easier, more flexible access to large volumes of precious data

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3 things CDAOs should do to fully understand and embrace the magnitude of their job

What should chief data and analytics officers do to substantiate their roles and deliver on the long-term goals they’ve been signed up to accomplish?

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Review: Neo4j supercharges graph analytics

When it comes to tracking relationships, Neo4j is faster, more flexible, and more scalable than relational databases

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A quick-and-dirty way to predict human behavior

The Alternating Least Squares (ALS) technique is fundamental to many machine learning applications. Here’s how it works

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Cython tutorial: How to speed up Python

How to use Cython and its Python-to-C compiler to give your Python applications a rocket boost

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Get started with TensorFlow

Begin harnessing the power of Google’s open source machine learning library with InfoWorld's hands-on tutorial

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Artificial intelligence isn’t taking your job

With data, artificial intelligence, machine learning, and automation may improve your job

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What if the LOB had digital democratization

4 recommendations to set your IoT analytics strategy on the best course

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Data preparation is the key to big data success

Common barriers to big data adoption, and how to adapt and overcome those challenges

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Shopping for data: what’s fit for your purpose?

The data catalog (or data marketplace) makes finding and accessing data easier, another step toward data democratization

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