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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
120 subscribers
DE & ML Digest
ML
MANOVA
Medium
MANOVA
Deep-dive into MANOVA with worked-out examples in R and Python
DE & ML Digest
ML
Weight Decay and Its Peculiar Effects
Medium
Weight Decay and Its Peculiar Effects
How it works, why it works, and some practical tips.
DE & ML Digest
ML
Reinforcement learning Q-learning with illegal actions from scratch
Medium
Reinforcement learning Q-learning with illegal actions from scratch
A tic-tac-toe example to show how to write RL Q-learning algorithms when some actions are forbidden for particular states
DE & ML Digest
ML
The Nice Way To Deploy An ML Model Using Docker
Medium
The Nice Way To Deploy An ML Model Using Docker
A quick guide to deploying an ML model with FastAPI and easily containerizing it within VSCode itself.
DE & ML Digest
ML
Complete NLP Landscape from 1960 to 2020
Analytics Vidhya
Complete NLP Landscape from 1960 to 2020
In this article, we will learn what exactly is NLP, what makes it complex to learn and what challenges do we face while solving NLP problems
DE & ML Digest
Big Data
How Kubernetes quickly became a key container orchestration system
VentureBeat
How Kubernetes quickly became a key container orchestration system
While there are other container orchestration technologies, the future of Kubernetes appears to be filled with possibility and innovation.
DE & ML Digest
ML
Unleash the Power of Scikit-learn’s Pipelines
Medium
Unleash the Power of Scikit-learn’s Pipelines
An intermediate guide to scikit-learn’s pipelines
DE & ML Digest
ML
Introduction to SHAP with Python
Medium
Introduction to SHAP with Python
How to create and interpret SHAP plots: waterfall, force, decision, mean SHAP, and beeswarm
DE & ML Digest
Big Data
How To Leverage Data from OKRs Effectively To Drive Business Results
reddit
How To Leverage Data from OKRs Effectively To Drive Business Results
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
ML
CNN’s to Predict Process Failures
Medium
CNN’s to Predict Process Failures
A Prototype — Stack Multiple Time Slices in a Single Image and Classify: Normal, Warning or Failure
DE & ML Digest
ML
A Note to TDS Contributors
Medium
A Note to TDS Contributors
We’re slowing down a bit during the holiday season
DE & ML Digest
ML
Using Spatial Information to Detect Lead Pipes
Medium
Using Spatial Information to Detect Lead Pipes
How road distances and graphs can help machine learning models find lead pipes in Flint and other cities
DE & ML Digest
Big Data
SAP Data Warehouse Cloud, Data Marketplace: An Overview
reddit
SAP Data Warehouse Cloud, Data Marketplace: An Overview
Posted in r/bigdata by u/sapspot • 1 point and 0 comments
DE & ML Digest
ML
How to Speed Up XGBoost Model Training
KDnuggets
How to Speed Up XGBoost Model Training - KDnuggets
XGBoost is an open-source implementation of gradient boosting designed for speed and performance. However, even XGBoost training can sometimes be slow. This article will review the advantages and disadvantages of each approach as well as go over how to get…
DE & ML Digest
ML
A practical Guide on Google Sheet API Integration with python API using Google Cloud Platform
Analytics Vidhya
A practical Guide on Google Sheet API Integration with python API using Google Cloud Platform
In this article we'll use Google sheet and Google Drive APIs from the Google cloud platform to combine this Google sheet with Python.
DE & ML Digest
ML
Malaria Cell Image Classification – An End-to-End Prediction
Analytics Vidhya
Malaria Cell Image Classification - An End-to-End Prediction
Let's learn how to build a system that can detect malaria cell image classification. The system will be in the form of a web application.
DE & ML Digest
ML
Multiclass Classification Using Transformers for Beginners
Analytics Vidhya
Multiclass Classification Using Transformers for Beginners
In this article, we will cover Multiclass Classification using transformers. The implementation of the BERT model using the TensorFlow hub.
DE & ML Digest
ML
Tensorflow For GPU Computations
Analytics Vidhya
Tensorflow For GPU Computations
In this blog, we will learn to enable Tensorflow For GPU Computations. It helps leverage your GPU in a simple way.
DE & ML Digest
ML
Data Labeling: How AI Can Streamline Your Data Labelling?
Medium
Data Labeling: How AI Can Streamline Your Data Labelling?
Build your own ML-assisted labelling tool on Colab and try your hand at a game-changing no-code data labeling tool from Datature
DE & ML Digest
ML
Intelligently Cropping Page Marginalia
Medium
Intelligently Cropping Page Marginalia
Automatically crop out page marginalia of documents to pre-process images for OCR on Python.
DE & ML Digest
ML
What is Customer Analytics and Why is it important?
Analytics Vidhya
What is Customer Analytics and Why is it important?
In this article we are going to learn what is Customer Analytics and why is it important. It helps businesses make better business decisions.
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