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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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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.
DE & ML Digest
Big Data
SlashNext, which uses AI to combat phishing, raises $26M
VentureBeat
SlashNext, which uses AI to combat phishing, raises $26M
SlashNext, a startup developing AI-powered antiphishing solutions for enterprise customers, has raised $43M in a venture capital round.
DE & ML Digest
Big Data
Yugabyte expands its fully managed enterprise cloud service with $188M
VentureBeat
Yugabyte expands its fully managed enterprise cloud service with $188M
Yugabyte, a company developing an SQL database and database services for enterprise, has raised $188 million in venture capital.
DE & ML Digest
ML
Simple Linear and Polynomial Regression
Medium
Simply Linear and Polynomial Regression
Use of Statsmodels, Polyfit, and Linear Regression and Polynomial Features
DE & ML Digest
ML
Simply Spline Regression: Polynomials between Knots
Medium
Simply Spline Regression: Polynomials between Knots
Using python’s statsmodels library
DE & ML Digest
ML
Assessing Machine Learning Model Accuracy in the Regression Setting
Medium
Assessing Machine Learning Model Accuracy in the Regression Setting
Discussing how to evaluate Machine Learning model performance in the regression setting
DE & ML Digest
ML
Why Eliminating Bias in AI Systems Is So Hard
Medium
Why Eliminating Bias in AI Systems Is So Hard
Our weekly selection of must-read Editors’ Picks and original features
DE & ML Digest
ML
The simplest explanation to Frequent Pattern-Growth Methodology (FP-Growth)
Medium
The simplest explanation to Frequent Pattern-Growth Methodology (FP-Growth)
Understanding and implementing a depth-first search for frequent patterns using the popular FP-Growth algorithm
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