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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
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
DE & ML Digest
ML
Julia Is Not Hard!
Medium
Julia Is Not Hard!
The rumor that Julia is a hard programming language to learn is not true — and here is why.
DE & ML Digest
ML
An Exhaustive Guide to Decision Tree Classification in Python
DE & ML Digest
ML
Want to Join a Bank? Everything Data Scientists Need to Know About Working in Fintech
KDnuggets
Want to Join a Bank? Everything Data Scientists Need to Know About Working in Fintech - KDnuggets
There is ample opportunity for data scientists in the financial services sector. The career experience can be very different, however, from similar roles at pure technology organizations. So, it's best to first consider if this industry is right for your…
DE & ML Digest
ML
Active and upcoming reinforcement learning competitions
Medium
Active and upcoming reinforcement learning competitions
A list of 7 ongoing and annual competitions suitable for getting hands-on practice with reinforcement learning (while winning a prize or…
DE & ML Digest
ML
Time-series ETL with Meerschaum
Medium
Time-series ETL with Meerschaum
Meerschaum is a lightweight time-series ETL system for data scientists built with quality-of-life in mind.
DE & ML Digest
ML
Three Grand Challenges in Machine Learning
Medium
Three Grand Challenges in Machine Learning
Problems guaranteed not to lose their spice.
DE & ML Digest
ML
What Google Recommends You do Before Taking Their Machine Learning or Data Science Course
KDnuggets
What Google Recommends You do Before Taking Their Machine Learning or Data Science Course
First steps to learning data science & machine learning are the foundations.
DE & ML Digest
ML
An Introduction To Recurrent Neural Networks And The Math That Powers Them
DE & ML Digest
ML
GoEmotions: A Dataset for Fine-Grained Emotion Classification
Google AI Blog
GoEmotions: A Dataset for Fine-Grained Emotion Classification
Posted by Dana Alon and Jeongwoo Ko, Software Engineers, Google Research Emotions are a key aspect of social interactions, influencing th...
DE & ML Digest
ML
ETL and ELT: A Guide and Market Analysis
KDnuggets
ETL and ELT: A Guide and Market Analysis - KDnuggets
ETL and related techniques remain a powerful and foundational tool in the data industry. We explain what ETL is and how ETL and ELT processes have evolved over the years, with a close eye toward how third-generation ETL tools are about to disrupt standard…
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