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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
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.
DE & ML Digest
ML
A Comprehensive Guide on Types of Generative Adversarial Networks
Analytics Vidhya
Beginner's Guide on Types of Generative Adversarial Networks
This article provides a step-by-step approach to Generative Adversarial Networks. It determines the patterns and similarities in the data.
DE & ML Digest
ML
Deriving Bayes’ Theorem The Easy Way
Medium
Deriving Bayes’ Theorem The Easy Way
From the basic concepts to a deeper understanding
DE & ML Digest
ML
Topic Modelling in Python with spaCy and Gensim
Medium
Topic Modelling in Python with spaCy and Gensim
A complete guide on topic modelling with unsupervised machine learning and publication on GitHub pages
DE & ML Digest
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3 Ways To Write Python Lists To A SnowFlake Table
Medium
3 Ways To Write Python Lists To A SnowFlake Table
How to seamlessly store high volume of data, from Python lists to database tables, that you can query with SQL.
DE & ML Digest
ML
How to measure similarity between two correlation matrices
Medium
How to measure similarity between two correlation matrices
Tutorial on what metrics to use and how to calculate significance when measuring the similarity between matrices.
DE & ML Digest
ML
The Best Deep Learning Models for Time Series Forecasting
Medium
The Best Deep Learning Models for Time Series Forecasting
Everything you need to know about Time Series and Deep Learning
DE & ML Digest
ML
Train a neural net for semantic segmentation in 50 lines of code, with Pytorch
Medium
Train a neural net for semantic segmentation in 50 lines of code, with Pytorch
How to train a neural net for semantic segmentation in less than 50 lines of code (40 if you exclude imports). The goal here is to give the…
DE & ML Digest
ML
Advanced multi-tasking in Python: Applying and benchmarking thread pools and process pools in 6…
Medium
Advanced multi-tasking in Python: Applying and benchmarking thread pools and process pools in 6…
Safely and easily apply multi-tasking to your code
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