DE & ML Digest
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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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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
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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
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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
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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.
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Deriving Bayes’ Theorem The Easy Way
Medium
Deriving Bayes’ Theorem The Easy Way
From the basic concepts to a deeper understanding
DE & ML Digest
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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
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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
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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.
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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
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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
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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
DE & ML Digest
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End-to-End AutoML — Train and Serve with H2O, MLflow, FastAPI, and Streamlit
Medium
End-to-End AutoML — Train and Serve with H2O, MLflow, FastAPI, and Streamlit
An easy-to-follow comprehensive guide on building an AutoML pipeline with a stack of powerful ML tools for an insurance use case
DE & ML Digest
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How to Get Into Data Analytics If You Don’t Have the Right Degree
KDnuggets
How to Get Into Data Analytics If You Don't Have the Right Degree - KDnuggets
So, is a career in data analytics a good fit for you?
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Top Stories, Dec 13-19: Write Clean Python Code Using Pipes
KDnuggets
Top Stories, Dec 13-19: Write Clean Python Code Using Pipes - KDnuggets
Also: 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources for Learning Statistics for Data…
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Image Enhancement Using GFPGAN
Medium
Image Enhancement Using GFPGAN
Using GFPGAN for Restoring Blurred Image
DE & ML Digest
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Parallel XGBoost with Dask in Python
Medium
Parallel XGBoost with Dask in Python
Machine Learning that Scales to Very Large Datasets
DE & ML Digest
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22 New Data Science Interview Questions for 2022
Medium
22 New Data Science Interview Questions for 2022
Questions from top tech companies like Google, Facebook, and Netflix
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Three R Libraries Every Data Scientist Should Know (Even if You Use Python)
KDnuggets
Three R Libraries Every Data Scientist Should Know (Even if You Use Python)
Check out these powerful R libraries built by the world’s biggest tech companies.
DE & ML Digest
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Summarizing data with Pandas crosstab
Medium
Summarizing data with Pandas crosstab
7 hands-on tricks to effectively use Pandas crosstab for data summarization
DE & ML Digest
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Neural Networks Fundamentals
Medium
Neural Networks Fundamentals
A quick intro for Neural Networks, Unsupervised and Supervised Learning, the difference between Regression and Classification and their…
DE & ML Digest
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How to Use These 6 Unusual SQL Functions
Medium
How to Use These 6 Unusual SQL Functions
Keep these in your toolbox and you’ll be ready to solve the hardest problems
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