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DE & ML Digest
@mlbigdata
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Collection of all articles on Data Engineering and Machine Learning

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DE & ML Digest
117 subscribers
DE & ML Digest
ML
Why Bootstrapping Actually Works
Medium
Why Bootstrapping Actually Works
A simple layman explanation of why this popular technique in data science makes sense
15 views
DE & ML Digest
ML
SQL Interview Questions You Must Prepare: The Ultimate Guide
Medium
SQL Interview Questions You Must Prepare: The Ultimate Guide
Are you wondering what SQL interview questions you will be asked? This ultimate guide will take you through the top SQL interview questions…
16 views
DE & ML Digest
ML
Why you should try something else than Airflow for data pipeline orchestration
Medium
Why you should try something else than Airflow for data pipeline orchestration
Let’s evaluate AWS step functions, Google workflows, Prefect next to Airflow
20 views
DE & ML Digest
Big Data
Data integration giant Fivetran raises $565M and acquires HVR
VentureBeat
Data integration giant Fivetran raises $565M and acquires HVR
Data integration giant Fivetran has raised $565 million at a $5.6 billion valuation and acquired data replication platform HVR.
21 views
DE & ML Digest
ML
Gradient Boosting Algorithm: A Complete Guide for Beginners
Analytics Vidhya
Gradient Boosting : Guide for Beginners
Master gradient boosting in machine learning with our comprehensive guide and take your data analysis skills to the next level.
19 views
DE & ML Digest
ML
Beginner’s Guide to Recursion in Python
Analytics Vidhya
Recursion in Python | Beginner's Guide to Recursion in Python
In this article, we will be covering all the basics needed for a beginner to start with recursion in python, an important programming concept
19 views
DE & ML Digest
ML
How to be a Data Scientist without a STEM degree
KDnuggets
How to be a Data Scientist without a STEM degree - KDnuggets
Breaking into data science as a professional does require technical skills, a well-honed knack for problem-solving, and a willingness to swim in oceans of data. Maybe you are coming in as a career change or ready to take a new learning path in life--without…
19 views
DE & ML Digest
ML
Learning Power BI
Medium
Learning Power BI
My favorite resources I’ve used to continually learn and master Power BI
17 views
DE & ML Digest
ML
Using Py-Feat to Plot Facial Expression Predictions
Medium
Using Py-Feat to Plot Facial Expression Predictions
A practical python toolkit to visualize facial expression data
16 views
DE & ML Digest
ML
Don’t Touch a Dataset Without Asking These 10 Questions
KDnuggets
Don’t Touch a Dataset Without Asking These 10 Questions - KDnuggets
Selecting the right dataset is critical for the success of your AI project.
18 views
DE & ML Digest
ML
Wrapping PySpark DataFrames using The Decorator Pattern in Python
Medium
Wrapping PySpark DataFrames using The Decorator Pattern in Python
How to wrap a PySpark DataFrame?
22 views
DE & ML Digest
ML
How to label time series efficiently – and boost your AI
KDnuggets
How to label time series efficiently – and boost your AI - KDnuggets
Data labeling is a critical step in building high-quality AI models. This blog explains how to speed up the labeling process of time series data from sensors and IoT devices.
19 views
DE & ML Digest
Big Data
Falsehoods more likely with large language models
VentureBeat
Falsehoods more likely with large language models
A new study from researchers at the University of Oxford and OpenAI finds that large language models are more likely to generate falsehoods.
18 views
DE & ML Digest
Big Data
Setting Up History Cleanup in Camunda
DZone
Setting Up History Cleanup in Camunda
Read the tutorial below to learn the essential task of how to set up and perform the historical clean-up of data in Camunda.
19 views
DE & ML Digest
ML
A step-by-step guide in designing knowledge-driven models using Bayesian theorem.
Medium
A step-by-step guide in designing knowledge-driven models using Bayesian theorem.
In case you don’t have data but there is experts knowledge. A starters guide to convert knowledge into computer-aided models.
17 views
DE & ML Digest
ML
Basics of few-shot learning with optimization-based meta-learning
Medium
Basics of few-shot learning with optimization-based meta-learning
Overview of the mechanics behind MAML, FOMAML, and Reptile methods in optimization-based meta-learning
16 views
DE & ML Digest
ML
Top Stories, Sep 13-19: Data Scientists Without Data Engineering Skills Will Face the Harsh Truth; The Machine & Deep Learning Compendium Open Book
KDnuggets
Top Stories, Sep 13-19: Data Scientists Without Data Engineering Skills Will Face the Harsh Truth; The Machine & Deep Learning…
Also: The Machine & Deep Learning Compendium Open Book; Easy SQL in Native Python; The Prefect Way to Automate & Orchestrate Data Pipelines; A Data Science Portfolio That Will Land You The Job
15 views
DE & ML Digest
ML
How To Structure Your Git Branching Strategy — By A Data Engineer
Medium
How To Structure Your Git Branching Strategy — By A Data Engineer
Data pipelines require version control too!
15 views
DE & ML Digest
ML
Make your python tests efficient with pytest fixtures
Medium
Make your python tests efficient with pytest fixtures
Understanding the fundamentals of pytest fixtures
15 views
DE & ML Digest
ML
High-quality sentence paraphraser using Transformers in NLP
Medium
High-quality sentence paraphraser using Transformers in NLP
Open-sourcing paraphraser trained on a custom dataset and T5 large model
14 views
DE & ML Digest
ML
Prototyping Machine Learning Solutions in Globe-scale Industries
Medium
Prototyping Machine Learning Solutions in Globe-scale Industries
How to prototype machine learning solutions in globe-scale industries efficiently using a few repeatable techniques
14 views