DE & ML Digest – Telegram
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
118 subscribers
DE & ML Digest
ML
Hyperparameter Tuning with Grid Search and Random Search
Medium
Hyperparameter Tuning with Grid Search and Random Search
And a deep dive into how to combine them
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DE & ML Digest
ML
Dimensionality Reduction cheatsheet
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DE & ML Digest
ML
Improving Generalization in Reinforcement Learning using Policy Similarity Embeddings
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DE & ML Digest
ML
Basics of Markov Chain Monte Carlo Algorithms
Medium
Basics of Markov Chain Monte Carlo Algorithms
The aim of this article is to give a conceptual understanding of Markov Chains and why we use them.
9 views
DE & ML Digest
ML
Data Visualization in 2021 | An Overview of Dashboarding Technology in the Age of Big Data
Medium
Data Visualization in 2021 | An Overview of Dashboarding Technology in the Age of Big Data
Turning insights into impact, and impressing your boss along the way.
13 views
DE & ML Digest
ML
Integrating Scikit-learn Machine Learning models into the Microsoft .NET
Medium
Integrating Scikit-learn Machine Learning models into the Microsoft .NET ecosystem using Open Neural Network Exchange (ONNX) format
While being part of a team working on designing and developing a lead scoring system prototype, I faced the challenge of integrating…
13 views
DE & ML Digest
Big Data
AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance
Amazon
AWS Lambda Functions Powered by AWS Graviton2 Processor – Run Your Functions on Arm and Get Up to 34% Better Price Performance…
Many of our customers (such as Formula One, Honeycomb, Intuit, SmugMug, and Snap Inc.) use the Arm-based AWS Graviton2 processor for their workloads and enjoy better price performance. Starting today, you can get the same benefits for your AWS Lambda functions.…
12 views
DE & ML Digest
Big Data
Having trouble scaling graphs to large sizes!
reddit
Having trouble scaling graphs to large sizes!
I've tried Amazon Neptune, Neo4j and others but when I try to scale to several TB of data the whole graph slows considerably or stops working. ...
13 views
DE & ML Digest
ML
Storytelling Machine Learning Intro — part II: Hands-on coding tutorial
Medium
Storytelling Machine Learning Intro — part II: Hands-on coding tutorial
An intro to Machine Learning for biomedical scientists: hands-on coding tutorial
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DE & ML Digest
ML
Speeding up data analysis with TimescaleDB and PostgreSQL
Medium
Speeding Up Data Analysis with PostgreSQL and TimescaleDB
Common data analysis tools and “the problem”
14 views
DE & ML Digest
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Towards Removing Gender Bias in Writing
Medium
Towards Removing Gender Bias in Writing
Learn how to understand the amount of gender bias in your daily consumption of literature and avoid it in your own writing.
16 views
DE & ML Digest
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Pandas Cheat Sheet for Data Preprocessing
Medium
Pandas Cheat Sheet for Data Preprocessing
Practical guide about how to preprocess data with Pandas
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DE & ML Digest
ML
Real-world applications of symbolic regression
Medium
Real-world applications of symbolic regression
Less of a black box than regular neural networks, and offering models that not only predict data but also rationalize how they achieve…
9 views
DE & ML Digest
ML
Advanced Statistical Concepts in Data Science
KDnuggets
Advanced Statistical Concepts in Data Science - KDnuggets
The article contains some of the most commonly used advanced statistical concepts along with their Python implementation.
10 views
DE & ML Digest
ML
The Easiest Guide to Installing TensorFlow 2.5 on M1 Macs
Medium
The Easiest Guide to Installing TensorFlow 2.5 on M1 Macs
And how to train neural networks on M1 GPU — Source code included
10 views
DE & ML Digest
ML
Using Microservices to Build and Scale Data Functions
Medium
Using Microservices to Build and Scale Data Functions
Microservices is my go-to framework for building a nimble, effective data function. Here’s how and what I’ve learned
10 views
DE & ML Digest
ML
Predicting Pulsar Stars: An Imbalanced Classification Task Comparing Bootstrap Resampling to SMOTE
Medium
Predicting Pulsar Stars: An Imbalanced Classification Task Comparing Bootstrap Resampling to SMOTE
Classification on imbalanced data sets is quite a common data science task, and there are a myriad of articles explaining different…
8 views
DE & ML Digest
ML
Graph Neural Network: An Introduction
Analytics Vidhya
Graph Neural Network: An Introduction
Graph Neural Network are the Neural Network that operates on the Graph structure and makes the complex graph data easy to understand.
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DE & ML Digest
ML
7 Great Projects to Deepen your Understanding of Computers
Medium
7 Great Projects to Deepen your Understanding of Computers
Push your understanding beyond just the theory and the abstractions with these awesome projects.
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DE & ML Digest
ML
Diving Deep into Computer Vision, Transformers, and NLP
Medium
Diving Deep into Computer Vision, Transformers, and NLP
Our weekly selection of must-read Editors’ Picks and original features
17 views
DE & ML Digest
ML
Apache Spark Performance Optimization for Data Engineers
Analytics Vidhya
Apache Spark Performance Optimization for Data Engineers
Apache Spark is a big data processing framework that successfully combines the speed of work and the simplicity of the developer.
10 views