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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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6 YouTube Playlists in Data Science For Every Educational Purpose
Medium
6 YouTube Playlists in Data Science For Every Educational Purpose
Each playlist targets a specific need in your data science journey.
DE & ML Digest
ML
What Product Analysts Should Know About MAU
Medium
What Product Analysts Should Know About MAU
How to measure product engagement
DE & ML Digest
ML
Massive Pretraining for Bilingual Machine Translation
Medium
Massive Pretraining for Bilingual Machine Translation
A guided tour through mBART, an encoder-decoder language mode that opens interesting perspectives on multilingual sequence-to-sequence…
DE & ML Digest
Big Data
How To Leverage Digital Price Tags In Your Retail Stores?
reddit
How To Leverage Digital Price Tags In Your Retail Stores?
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
Big Data
A national U.S. data privacy law would solve a trillion-dollar problem
VentureBeat
A national U.S. data privacy law would solve a trillion-dollar problem
The infrastructure package recently passed by the Senate is critical to the future of the U.S., but it leaves out one important area: data.
DE & ML Digest
ML
Master the Kafka Shell in 5 Minutes — Topics, Producers, and Consumers Explained
Medium
Master the Kafka Shell in 5 Minutes — Topics, Producers, and Consumers Explained
Learn the basics of Kafka Console Producers & Consumers with this hands-on article and video.
DE & ML Digest
ML
Contingency Tables, Chi-Squared, & Cramer’s V
Medium
Contingency Tables, Chi-Squared & Cramer’s V
How to Easily Check for Associations Between Categoricals
DE & ML Digest
ML
Sweatpants Unleashed — the Data Science of an Ignominious Garment
Medium
Sweatpants Unleashed — the Data Science of an Ignominious Garment
A Time Serie Analysis of How Covid-19 Unraveled a Loose Attire
DE & ML Digest
ML
Real-time Artwork Generation using Deep Learning
Medium
Real-time Artwork Generation using Deep Learning
Adaptive Instance Normalisation(AdaIN) for Style Transfer between any arbitrary content-style image pair.
DE & ML Digest
ML
A Useful Mindset for Learning SQL
Medium
A Useful Mindset for Learning SQL
Sharing the mindset accelerated my learning process in SQL
DE & ML Digest
ML
Stop Hardcoding Sensitive Data in Your Python Applications
Medium
Stop Hardcoding Sensitive Data in Your Python Applications
Keep your settings and credentials private with .env files
DE & ML Digest
ML
Weird Python Stuff You Might Not Have Seen Before
Medium
Weird Python Stuff You Might Not Have Seen Before
Some of Python’s strangest secrets that are much-less well-known.
DE & ML Digest
ML
BigQuery: 3 simple ways to Audit and Monitor your Dabatase.
Medium
BigQuery: 3 simple ways to Audit and Monitor your Dabatase.
How to audit and monitor your BigQuery Database, to keep it clean and efficient.
DE & ML Digest
ML
Vanishing gradient in Deep Neural Network
Medium
Vanishing gradient in Deep Neural Networks
Causes and possible solutions
DE & ML Digest
ML
How To Apply a Function To Columns in Pandas
Medium
How To Apply a Function To Columns in Pandas
Discussing when to use apply() or map() when applying functions to pandas columns and how to do it more efficiently
DE & ML Digest
ML
Maximum Likelihood Estimation -A Comprehensive Guide
Analytics Vidhya
Maximum Likelihood Estimation
Explore the fundamentals and advanced concepts of Maximum Likelihood Estimation (MLE) including statistical modeling, Kullback-Leibler divergence, and more.
DE & ML Digest
ML
Using PettingZoo with RLlib for Multi-Agent Deep Reinforcement Learning
Medium
Using PettingZoo with RLlib for Multi-Agent Deep Reinforcement Learning
A tutorial on using PettingZoo multi-agent environments with the RLlib reinforcement learning library
DE & ML Digest
ML
5 Things To Learn As A Data Science Foundation In 2021
Medium
5 Things To Learn As A Data Science Foundation In 2021
Get to know and understand some fundamentals of Data Science with this short read!
DE & ML Digest
ML
The properties and application of symmetric matrice
Medium
The properties and application of symmetric matrice
with geometric explanation
DE & ML Digest
ML
How to create products that rely on machine learning
Medium
How to create products that rely on machine learning
Creating products that rely on machine learning comes with different considerations, risks and constraints than normal products.
DE & ML Digest
ML
t-SNE Machine Learning Algorithm — A Great Tool for Dimensionality Reduction in Python
Medium
t-SNE Machine Learning Algorithm — A Great Tool for Dimensionality Reduction in Python
How to use t-Distributed Stochastic Neighbor Embedding (t-SNE) to visualize high-dimensionality data?
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