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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
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DE & ML Digest
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Apache Spark Monitoring: How To Use Spark API & Open-Source Libraries To Get Better Data…
Medium
Apache Spark Monitoring: How To Use Spark API & Open-Source Libraries To Get Better Data…
See how to use Listener APIs and data quality libraries to get different levels of data observability for Apache Spark.
DE & ML Digest
ML
Deep neural networks: How to define?
Medium
Deep neural networks: How to define?
Correctly defining what makes a neural network deep is important. This post proposes an alternative definition to deep neural networks.
DE & ML Digest
ML
Scikit-Learn’s Generalized Linear Models
Medium
Scikit-Learn’s Generalized Linear Models
Or how to make sure the airplane’s altitude is not negative.
DE & ML Digest
ML
Will you let Self-Driving Cars Make Moral Decisions?
Medium
Will You Let Self-Driving Cars Make Moral Decisions?
The real reasons why Artificial Intelligence is so hard
DE & ML Digest
ML
Better Quantifying the Performance of Object Detection in Video
Medium
Better Quantifying the Performance of Object Detection in Video
We know how to measure object detection performance, but how can this be done properly for video data?
DE & ML Digest
ML
Performing Deduplication with Record Linkage and Supervised Learning
Medium
Performing Deduplication with Record Linkage and Supervised Learning
Identifying duplicate records with a machine-learning approach
DE & ML Digest
ML
5 Things I’ve Learned as an Open Source Machine Learning Framework Creator
Medium
5 Things I’ve Learned as an Open Source Machine Learning Framework Creator
If you’re an aspiring creator or maintainer of open source machine learning frameworks, you might find these tips helpful.
DE & ML Digest
Big Data
AI Weekly: Amazon’s ‘custom’ AI features showcase the potential of unsupervised learning
VentureBeat
AI Weekly: Amazon’s ‘custom’ AI features showcase the potential of unsupervised learning
Amazon's newly announced Custom Sounds and Custom Event Alerts features illustrate the potential of techniques like unsupervised learning.
DE & ML Digest
Big Data
How to Implement Typeahead Search with Elasticsearch
DZone
How to Implement Typeahead Search with Elasticsearch
Check out four different methods to implement typeahead search using Elasticsearch for a better end-user experience.
DE & ML Digest
ML
How I built an AI Text-to-Art Generator
Medium
How I built an AI Text-to-Art Generator
A detailed, step-by-swrite-up on how I built Text2Art.com
DE & ML Digest
ML
A journey towards faster Reinforcement Learning
Medium
A journey towards faster Reinforcement Learning
This article could save you hours in a matter of minutes thanks to parallelization and Numba
DE & ML Digest
ML
What’s in a “Random Forest”? Predicting Diabetes
Medium
What’s in a “Random Forest”? Predicting Diabetes
Understanding a Random Forest intuitively and predicting diabetes in real hospital patient data
DE & ML Digest
ML
Accessing and Cleaning Data from Garmin Wearables for Analysis
Medium
Accessing and Cleaning Data from Garmin Wearables for Analysis
A Friendly how-to guide on extracting Garmin Fenix data for people in a hurry
DE & ML Digest
Big Data
Here is a short summary of the "Reverse ETL" tools article by @HightouchData. Take a look!
reddit
Here is a short summary of the "Reverse ETL" tools article by...
Posted in r/bigdata by u/growth_man • 0 points and 0 comments
DE & ML Digest
ML
Back to the Future with Codex and COBOL
Medium
Back to the Future with Codex and COBOL
Can OpenAI’s code-generation system deal with code from the punch card era?
DE & ML Digest
ML
How to Build an Automated Development Pipeline
Medium
How to Build an Automated Development Pipeline
A playbook for developing software with minimum frustration
DE & ML Digest
ML
Lambda Function – A better understanding
Analytics Vidhya
Lambda Function - A better understanding
A Lambda function is simple and straightforward function, that requires only the argument(s) and expression, as well as the lambda keyword
DE & ML Digest
Big Data
How is Insurance Analytics transforming the industry?
reddit
How is Insurance Analytics transforming the industry?
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
ML
Introduction to Deep Learning in Julia
Analytics Vidhya
Introduction to Deep Learning in Julia
IN this article we will explore deep learning with implementation in Julia programming language using some popular julia libraries
DE & ML Digest
ML
A Comprehensive Guide on Market Basket Analysis
Analytics Vidhya
Market Basket Analysis: A Comprehensive Guide for Businesses
Market Basket Analysis helps to understand customer purchasing patterns, make data-driven decisions, and improve the customer experience.
DE & ML Digest
ML
Explainable AI: Why should business leaders care?
Medium
Explainable AI: Why Should Business Leaders Care?
How explainable machine learning models can provide strategic benefits to businesses.
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