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Collection of all articles on Data Engineering and Machine Learning
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DE & ML Digest
120 subscribers
DE & ML Digest
ML
Benchmark your Machine Learning Models using Cloud Based AutoML
Medium
Benchmark your Machine Learning Models using Cloud Based AutoML
Developing accurate models and tools to predict or classify data is an integral part of a data scientist’s job. Building models takes…
DE & ML Digest
ML
Road Map from Naive Bayes Theorem to Naive Bayes Classifier
Medium
Road Map from Naive Bayes Theorem to Naive Bayes Classifier (Stat-09)
Complete Guideline for Naive Bayes Classifier with Implementation from Scratch
DE & ML Digest
Big Data
Top 6 trends in data and analytics for 2022
VentureBeat
Top 6 trends in data and analytics for 2022
Discover and understand the top 6 trends that will dominate the data and analytics scene and drive business decisions in 2022.
DE & ML Digest
ML
Improve your Model Performance with Auto-Encoders
Medium
Improve your Model Performance with Auto-Encoders
Use Autoencoders as a Feature Extractor
DE & ML Digest
Big Data
5 ways the world of IT operations will shift in 2022 (and beyond)
VentureBeat
5 ways the world of IT operations will shift in 2022 (and beyond)
Recent predictions from Gartner, IDC, and Forrester explain how IT operations will need to adapt and evolve in 2022 and beyond.
DE & ML Digest
Big Data
Rocket to buy Truebill for $1.3M Cash, proxy for the worth of my data start-up pick Reklaim?
Reddit
From the bigdata community on Reddit: Rocket to buy Truebill for $1.3M Cash, proxy for the worth of my data start-up pick Reklaim?
Posted by LashawnaCornett - No votes and no comments
DE & ML Digest
Big Data
Как и для чего мы научили нейросеть оценивать повреждения на авто
Хабр
Как и для чего мы научили нейросеть оценивать повреждения на авто
Страховому агенту нужно около часа, чтобы оценить и описать повреждения авто после аварии. Осмотреть каждую деталь, оформить документы. А если посчитать время на дорогу, то оценка и вовсе затянется...
DE & ML Digest
Big Data
[Перевод] Как создать эффективный план разметки данных?
Хабр
Как создать эффективный план разметки данных?
Введение Для обучения моделей ML необходимо множество размеченных данных. Хотя это не всегда обязательно, но иногда вам приходится самостоятельно размечать данные для обучения модели. Процесс...
DE & ML Digest
Big Data
Миграция расчёта управленческой отчётности с Teradata на GreenPlum
Хабр
Миграция расчёта управленческой отчётности с Teradata на GreenPlum
Всем привет! Меня зовут Николай Когель, я главный инженер по разработке Управления технологий MIS Департамента ИТ-блока «Финансы» в Сбере. Сейчас в Сбере существует несколько крупных систем, в...
DE & ML Digest
Big Data
Automation Anywhere acquires FortressIQ to boost process mining
VentureBeat
Automation Anywhere acquires FortressIQ to boost process mining
Automation Anywhere has agreed to acquire FortressIQ in a deal that'll join the former's platform with advanced process mining tools.
DE & ML Digest
Big Data
Open source NLP is fueling a new wave of startups
VentureBeat
Open source NLP is fueling a new wave of startups
A growing number of startups are offering open source language models as a service, competing with heavyweights like OpenAI.
DE & ML Digest
ML
Generalized Attention Mechanism: BigBird’s Theoretical Foundation and General Transformers Models
Medium
Generalized Attention Mechanism: BigBird’s Theoretical Foundation and General Transformers Models
As a little background, BigBird is a model released from Google Research relatively recently that can handle much lengthier sequences of…
DE & ML Digest
ML
The Definitive Way to Deal With Continuous Variables in Machine Learning
Medium
The Definitive Way to Deal With Continuous Variables in Machine Learning
A combination of statistical methods and engineering is key. Let’s see why and how KBinsDiscretizer should be the ML engineer’s friend.
DE & ML Digest
ML
Stuck trying to get PySpark to work in your Data Science environment? Here is another way.
Medium
Stuck trying to get PySpark to work in your Data Science environment? Here is another way.
How to set up a PySpark development environment with Docker and Jupyter Notebook
DE & ML Digest
ML
A Comprehensive Guide on Markov Chain
Analytics Vidhya
A Comprehensive Guide on Markov Chain
In this guide on Markov Chain, several value-able ideas have been developed which are paramount in the field of data analytics.
DE & ML Digest
ML
Introduction to Linear Model for Optimization
Analytics Vidhya
Introduction to Linear Model for Optimization
Linear Model for Optimization is concerned with finding a suitable model. One of the goals is to reduce generalization errors.
DE & ML Digest
ML
6 Predictive Models Every Beginner Data Scientist Should Master
KDnuggets
6 Predictive Models Every Beginner Data Scientist Should Master
Data Science models come with different flavors and techniques — luckily, most advanced models are based on a couple of fundamentals. Which models should you learn when you want to begin a career as Data Scientist? This post brings you 6 models that are widely…
DE & ML Digest
ML
Real-Life Applications of Data Science in Education
Analytics Vidhya
Real-Life Applications of Data Science in Education
In this article, we will learn about various applications of data science that are used in the education industry.
DE & ML Digest
ML
AI and climate change have a complicated relationship
KDnuggets
AI and climate change have a complicated relationship - KDnuggets
Learn about the importance of environmental AI and its carbon impact in this comprehensive review.
DE & ML Digest
ML
Celebrating a Year of Data Science
Medium
Celebrating a Year of Data Science
Our weekly selection of must-read Editors’ Picks and original features
DE & ML Digest
ML
How to Train Time Series Forecasting Faster Using Ray, part 2 of 2
Medium
How to Train Time Series Forecasting Faster Using Ray, part 2 of 2
Time Series Forecasting using an LSTM version of RNN with PyTorch Forecasting and Torch Lightning
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