DE & ML Digest
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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
119 subscribers
DE & ML Digest
ML
LLE: Locally Linear Embedding — A Nifty Way to Reduce Dimensionality in Python
Medium
LLE: Locally Linear Embedding — A Nifty Way to Reduce Dimensionality in Python
A detailed look into how LLE works and how it compares to similar algorithms such as Isomap
DE & ML Digest
ML
Leveraging PyTorch to Speed-Up Deep Learning with GPUs
Analytics Vidhya
Leveraging PyTorch to Speed-Up Deep Learning with GPUs
In this article, we will explore how to use PyTorch to speed up deep learning with GPUs and improve the efficiency of deep learning models
DE & ML Digest
ML
How to convert XML to a flat table (Python)
Medium
How to convert XML to a flat table (Python)
*- This story describes how to use a REST API to convert highly nested XML into a flat Dataframe. -*
DE & ML Digest
ML
Acing the SQL Challenge
Medium
Acing the SQL Challenge
Conquer your next DA Interview by using a framework to help you solve the technical challenge
DE & ML Digest
ML
Three Python Built-In Function Tricks Reducing Our Workloads
Medium
Three Python Built-In Function Tricks Reducing Our Workloads
A hidden gem — Python functools + decorator
DE & ML Digest
ML
How to Learn Data Science Interactively with Python?
Medium
How to Learn Data Science Interactively with Python?
A JupyterLab extension generates code on the fly while you work on your analysis.
DE & ML Digest
ML
6 New Awesome Features in Python 3.10
Medium
6 New Awesome Features in Python 3.10
The new Python version is out with interesting new features.
DE & ML Digest
Big Data
Big data: Everything management students need to know…?
reddit
Big data: Everything management students need to know…?
What should management students (UG level) learn about Big Data?
DE & ML Digest
Big Data
Data Platform: Building an Enterprise CDC Solution
DZone
Data Platform: Building an Enterprise CDC Solution
Learn how to design and build a change data capture solution with open source tools like Debezium and how to use it to migrate data to a new platform.
DE & ML Digest
ML
How to Easily Set Up Python on Any M1 Mac
Medium
How to Easily Set Up Python on Any M1 Mac
Two simple ways to properly install Python and all data science packages on M1 Mac
DE & ML Digest
ML
Anatomy of a dbt project
Medium
Anatomy of a dbt project
Some basic concepts and project structure to help you get started with a dbt project.
DE & ML Digest
ML
Data Platforms — Liberate Data From Your Legacy Systems
Medium
Data Platforms — Liberate Data From Your Legacy Systems
The potential of data analytics is often held back by ancient and diverse legacy system scattered across the company. However, data and…
DE & ML Digest
ML
Write Ultra-Concise Code with Python collections
Medium
Write Ultra-Concise Code with Python collections
The built-in Python collections library is a treasure trove of useful tools. I will focus on the two structures that I find the most…
DE & ML Digest
ML
Establishing Causality: Part 3
Medium
Establishing Causality: Part 3
Regression discontinuity designs
DE & ML Digest
ML
Keep Streamlit Deployment Simple Using streamlit-heroku
Medium
Keep Streamlit Deployment Simple Using streamlit-heroku
Learn an easy method to deploy your Streamlit apps on Heroku
DE & ML Digest
Big Data
The Struggle Of Being A Data Engineer - Should You Become a Data Engineer
reddit
The Struggle Of Being A Data Engineer - Should You Become a Data...
Posted in r/bigdata by u/SeattleDataGuy • 1 point and 0 comments
DE & ML Digest
Big Data
The Distinct Impact of Big Data Analytics In Transport & Logistics
reddit
The Distinct Impact of Big Data Analytics In Transport & Logistics
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
Big Data
PrestoDB Query on Kafka, Oracle, and PostgreSQL
dzone.com
PrestoDB Query on Kafka, Oracle, and PostgreSQL - DZone Big Data
We can call PrestoDB a distributed SQL query engine developed by Facebook. In this article, we will learn how to add multiple sources to the Presto catalog?
DE & ML Digest
ML
An Introduction to Problem-Solving using Search Algorithms for Beginners
Analytics Vidhya
An Introduction to Problem-Solving using Search Algorithms for Beginners
Explore essential search algorithms. Discover their inner workings and applications for data analysis and problem-solving.
DE & ML Digest
ML
Query Your Pandas DataFrames with SQL
KDnuggets
Query Your Pandas DataFrames with SQL - KDnuggets
Learn how to query your Pandas DataFrames using the standard SQL SELECT statement, seamlessly from within your Python code.
DE & ML Digest
ML
Exploring Data Visualization in Altair: An Interesting Alternative to Seaborn
Analytics Vidhya
Exploring Data Visualization in Altair: An Interesting Alternative to Seaborn
In this article, we will compare Seaborn to Altair. For this comparison, we will create the same set of visualizations using both libraries
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