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All things machine learning and data science

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Support Vector Classifier Simply Explained [With Code]
September 23, 2021

Support Vector Machine (SVM) is a supervised machine learning algorithm that has become immensely popular in solving classification as well as regress...

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Using the New Custom Formulas Editor to Create Columns, Transform Columns, and Filter rows
September 16, 2021

Introducing the new user-friendly formula based actions. Using these actions you can easily use custom formulas to enrich, transform, and filter any d...

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The Rise of GPUs in the AI Universe
September 9, 2021

Upon first hearing the word graphical processing unit (GPU), most people tend to associate it with gaming.

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A User-Friendly and Improved Way to Prepare Time-Series Data
September 2, 2021

Do you often find preparing time-series data from raw sources complex and unmanageable? See how the latest release of our Engine can make this process...

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An Introduction To REGEX
August 26, 2021

The REGEX! Despite sounding like something out of Jurassic Park, REGEX is simply an acronym to denote 'Regular Expression'  (I wish it could have been...

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Join and Lookup: Working with Multiple Datasets on the Engine
August 19, 2021

Working with multiple datasets is a must in any serious real-world machine learning project. In particular, joining multiple tables together or lookin...

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AWS Glue DataBrew, how does it compare to the AI & Analytics Engine’s Smart Data Preparation? 
August 13, 2021

Data preparation. Love it or hate it, one thing is certain — it can chew up hours...

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Train VS Validation VS Test Sets: Harnessing the Power of Three
August 12, 2021

Even if you are a beginner in machine learning, you would know that you have to partition your data into training and test sets. Speaking in layman te...

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Introducing Aggregation Functions: Identifying Patterns in Grouped Data
August 5, 2021

Ever wanted a feature to aggregate values on one or multiple columns in a large dataset, to be fed into a machine learning algorithm? Or summarizing v...

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Processing Text Columns Made Easy: New Splitting & Pattern Extraction Options
July 22, 2021

Do you spend hours preparing tabular data by splitting and extracting patterns from text columns? Five new recipe actions introduced in the new versio...

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