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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
Shall I convert AVRO to Parquet for analytics?
reddit
Shall I convert AVRO to Parquet for analytics?
my project received TONS of AVRO from various vendors, it landed on Azure Storage Account (BLOB). My users mostly use Hive LLAP (HDInsight...
DE & ML Digest
ML
Jupyter Notebook as a Product
Medium
Jupyter Notebook as a Product
How to Format, Prepare, and Export Jupyter Notebooks into Professional HTML Products for Customers
DE & ML Digest
ML
A Handbook for Logistic Regression
Medium
A Handbook for Logistic Regression
A cheat sheet for all the nitty-gritty details around Logistic Regression
DE & ML Digest
ML
Top 3 Reasons Why I’m NOT Buying The New M1 Pro/Max MacBook as a Data Scientist
Medium
Top 3 Reasons Why I’m NOT Buying The New M1 Pro/Max MacBook as a Data Scientist
I’m waiting for the M2 instead — and here’s why you should too.
DE & ML Digest
ML
8 Terms You Should Know about Bayesian Neural Network
Medium
8 Terms You Should Know about Bayesian Neural Network
The meaning of Prior, Posterior, Bayes’ Theorem, Negative Log-Likelihood, KL Divergence, Surrogate, Variational Inference & Evidence Lower…
DE & ML Digest
ML
How to Use Singular Value Decomposition (SVD) for Image Classification in Python
Medium
How to Use Singular Value Decomposition (SVD) for Image Classification in Python
Demystifying the Linear Algebra concepts behind SVD with a simple example
DE & ML Digest
ML
When the Hammer Meets the Dance
Medium
When the Hammer Meets the Dance
An eagle-eye comparison of Social Distancing Policy rollouts between Germany and Sweden early into the COVID-19 pandemic
DE & ML Digest
ML
4 Key Design Considerations for Your Neural Network Model
Medium
4 Key Design Considerations for Your Neural Network Model
Think about these as you develop your neural network.
DE & ML Digest
ML
Python Monte Carlo Simulations: Copulas Unchained
Medium
Python Monte Carlo Simulations: Copulas Unchained
Correlated Random Variables with Gaussian Copulas in SciPy
DE & ML Digest
ML
Making a Sentiment Model Explainable
Medium
Making a Sentiment Model Explainable
Understanding the inner workings of AI serves many purposes, each furthering its reach and effectiveness.
DE & ML Digest
ML
C++ Type Erasure: Wrapping Any Type
Medium
C++ Type Erasure: Wrapping Any Type
Understanding how to write a wrapper of any type in a class in C++ to increase the level of abstraction in our code.
DE & ML Digest
ML
Understanding Indian Cuisine: A data-driven study
Analytics Vidhya
Indian Cuisine Analysis |Understanding Indian Cuisine: A data-driven study
To understand Indian cuisine, let's perform an analysis of the geographic distribution of Indian dishes and the ingredients used in the food.
DE & ML Digest
Big Data
Dragos raises $200M to protect industrial customers from cyberattacks
VentureBeat
Dragos raises $200M to protect industrial customers from cyberattacks
Dragos, a company developing a platform to protect industrial customers from cyberattacks, has raised $200 million in venture capital.
DE & ML Digest
Big Data
[Перевод] Почему за автоматической разметкой данных будущее?
Хабр
Почему за автоматической разметкой данных будущее?
Автоматическая разметка данных — новая функция, о которой сегодня часто говорят. Некоторые даже считают её решением проблемы кропотливого и ресурсоёмкого аннотирования вручную. Для обработки одного...
DE & ML Digest
Big Data
Dashboard Tutorial Series with Python to Visualize Your Data Interactively
reddit
Dashboard Tutorial Series with Python to Visualize Your Data...
[https://www.youtube.com/playlist?list=PLUnjnS8VMCPpxCAjVp2Y-OjcuAxSQPBk6](https://www.youtube.com/playlist?list=PLUnjnS8VMCPpxCAjVp2Y-OjcuAxSQPBk6)
DE & ML Digest
Big Data
Big data for beginners
reddit
Big data for beginners
Posted in r/bigdata by u/techcouncilglobal • 0 points and 0 comments
DE & ML Digest
ML
Introduction to Partitioned hive table and PySpark
Analytics Vidhya
Introduction to Partitioned hive table and PySpark
In this article is an Introduction to Partitioned hive table and PySpark. These are really important things that data engineers should know
DE & ML Digest
ML
End-to-End Introduction to Evaluating Regression Models
Analytics Vidhya
A Comprehensive Introduction to Evaluating Regression Models
Understand advantages and disadvantages of various evaluation metrics to select the right one for your regression model.
DE & ML Digest
ML
Beginner’s guide on How to Train a Classification Model with TensorFlow
Analytics Vidhya
Beginner's guide on How to Train a Classification Model with TensorFlow
In this article, we will cover everything from gathering data to preparing the steps for training classification model with TensorFlow
DE & ML Digest
ML
Analyze Python Code in Jupyter Notebooks
KDnuggets
Analyze Python Code in Jupyter Notebooks
We present a new tool that integrates modern code analysis techniques with Jupyter notebooks and helps developers find bugs as they write code.
DE & ML Digest
ML
A Comprehensive Guide on Advanced Microsoft Excel for Data Analysis
Analytics Vidhya
A Comprehensive Guide on Advanced Microsoft Excel for Data Analysis
Learn how to perform data analysis using Advanced Excel. This guide provides practical examples and tips for effectively analyzing and managing data in Excel.
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