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Data science dominates what we do as developers. Whether you’re managing, modelling or storing data, the latest data science news at Packt Hub will help you stay on top of new developments. We provide news, insights and tutorials around tools and topics like tensorflow, machine learning, deep learning, artificial intelligence and big data.

Regression models in Weka

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(For more resources related to this topic, see here.) Getting ready Let's look at an example of a house price-based regression model, and create some real...

Recursive queries

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(For more resources related to this topic, see here.) XML is one solution to dealing with hierarchical data, but it isn't the most natural for...

Using indexes to manipulate pandas objects

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(For more resources related to this topic, see here.) Getting ready A good understanding of indexes in pandas is crucial to quickly move the data around....

Understanding Point-In-Time-Recovery

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(For more resources related to this topic, see here.) Understanding the purpose of PITR PostgreSQL offers a tool called pg_dump to backup a database. Basically, pg_dump...

Quick start – writing your first MDX query

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(For more resources related to this topic, see here.) Step 1 – open the SQL Server Management Studio and connect to the cube The Microsoft SQL...

Integrating Storm and Hadoop

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(For more resources related to this topic, see here.) In this article, we will implement the Batch and Service layers to complete the architecture. There are...

SQL Server Integration Services (SSIS)

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(For more resources related to this topic, see here.) SSIS as an ETL – extract, transform, and load tool The primary objective of an ETL tool...

Oracle APEX 4.2 reporting

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(For more resources related to this topic, see here.) The objective of the first chapter is to quickly introduce you to the technology and then...

Working with Time

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(For more resources related to this topic, see here.) Time handling features are an important part of every BI system. Programming languages, database systems, they...

Memory and cache

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(For more resources related to this topic, see here.) You can find this instruction in the OGlobalConfiguration.java file in the autoConfig() method. Furthermore, you can...

Must Read in Cloud & Networking

Top life hacks for prepping for your IT certification exam

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I remember deciding to pursue my first IT certification, the CompTIA A+. I had signed up for a class that lasted one week, per...

Must Read in Data

Learn Transformers for Natural Language Processing with Denis Rothman

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Key takeaways The transformer architecture has proved to be revolutionary in outperforming the classical RNN and CNN models in use today. Artificial intelligence is...

Distributed training in TensorFlow 2.x

Interviews