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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
ML
Sentiment Analysis with KNIME
KDnuggets
Sentiment Analysis with KNIME - KDnuggets
Check out this tutorial on how to approach sentiment classification with supervised machine learning algorithms.
DE & ML Digest
ML
Top Stories, Nov 22-28: Most Common SQL Mistakes on Data Science Interviews
KDnuggets
Top Stories, Nov 22-28: Most Common SQL Mistakes on Data Science Interviews - KDnuggets
Also: 19 Data Science Project Ideas for Beginners; How to Build a Knowledge Graph with Neo4J and Transformers; Data Scientists: How to Sell Your Project and Yourself; Where NLP is heading
DE & ML Digest
ML
Why Machine Learning Engineers are Replacing Data Scientists
KDnuggets
Why Machine Learning Engineers are Replacing Data Scientists
The hiring run for data scientists continues along at a strong clip around the world. But, there are other emerging roles that are demonstrating key value to organizations that you should consider based on your existing or desired skill sets.
DE & ML Digest
ML
New Poll: What Percentage of Your Machine Learning Models Have Been Deployed?
KDnuggets
New Poll: What Percentage of Your Machine Learning Models Have Been Deployed? - KDnuggets
Take a moment to participate in the latest KDnuggets poll and let the community know what percentage of your machine learning models have been deployed.
DE & ML Digest
ML
Building Massively Scalable Machine Learning Pipelines with Microsoft Synapse ML
KDnuggets
Building Massively Scalable Machine Learning Pipelines with Microsoft Synapse ML - KDnuggets
The new platform provides a single API to abstract dozens of ML frameworks and databases.
DE & ML Digest
ML
Clustering in Crowdsourcing: Methodology and Applications
KDnuggets
Clustering in Crowdsourcing: Methodology and Applications - KDnuggets
As a result of the efforts outlined in this article, we confirmed that clustering through crowdsourcing is indeed possible and works impressively well.
DE & ML Digest
ML
KDnuggets: Personal History and Nuggets of Experience
KDnuggets
KDnuggets: Personal History and Nuggets of Experience - KDnuggets
After 28+ years of publishing and editing KDnuggets, I am retiring and transitioning KDnuggets to Matthew Mayo, who will become the new editor-in-chief. I want to share with you my story of KDnuggets and highlight some of the useful nuggets of experience…
DE & ML Digest
ML
Put Responsible AI into Practice—attend the digital event on December 7
KDnuggets
Put Responsible AI into Practice— attend the digital event on December 7 - KDnuggets
Learn best practice guidelines for building AI solutions responsibly. Join AI experts from Microsoft and BCG at Put Responsible AI into Practice—a free Azure digital event on December 7.
DE & ML Digest
ML
Sentiment Analysis API vs Custom Text Classification: Which one to choose?
KDnuggets
Sentiment Analysis API vs Custom Text Classification: Which one to choose? - KDnuggets
In this article, we are going to compare the sentiment extraction performance between Sentiment Analysis engines and Custom Text classification engines. The idea is to show pros and cons of these two types of engines on a concrete dataset.
DE & ML Digest
ML
KDnuggets
™
News 21:n45, Dec 1: Most Common SQL Mistakes on Data Science Interviews; Why Machine Learning Engineers are Replacing Data Scientists
KDnuggets
KDnuggets
™
News 21:n45, Dec 1: Most Common SQL Mistakes on Data Science Interviews; Why Machine Learning Engineers are Replacing…
Most Common SQL Mistakes on Data Science Interviews; Why Machine Learning Engineers are Replacing Data Scientists; Vote in new KDnuggets Poll: What Percentage of Your Machine Learning Models Have Been Deployed? KDnuggets: Personal History and Nuggets of Experience.
DE & ML Digest
ML
Movie Recommendations with Spark Collaborative Filtering
KDnuggets
Movie Recommendations with Spark Collaborative Filtering - KDnuggets
Not sure what movie to watch? Ask your recommender system.
DE & ML Digest
ML
MURAL: Multimodal, Multi-task Retrieval Across Languages
Googleblog
MURAL: Multimodal, Multi-task Retrieval Across Languages
DE & ML Digest
ML
The Seven Best ELT Tools for Data Warehouses
KDnuggets
The Seven Best ELT Tools for Data Warehouses - KDnuggets
ELT helps to streamline the process of modern data warehousing and managing a business’ data. In this post, we’ll discuss some of the best ELT tools to help you clean and transfer important data to your data warehouse.
DE & ML Digest
ML
5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022
KDnuggets
5 Practical Data Science Projects That Will Help You Solve Real Business Problems for 2022
This curated list of data science projects offers real-life problems that will help you master skills to demonstration that you are technically sound and know how to conduct data science projects that add business value.
DE & ML Digest
ML
10 Simple Things to Try Before Neural Networks
KDnuggets
10 Simple Things to Try Before Neural Networks - KDnuggets
Below are 10 simple things you should remember to try first before throwing in the towel and jumping straight to neural networks.
DE & ML Digest
ML
How to Use Permutation Tests
KDnuggets
How to Use Permutation Tests - KDnuggets
A walkthrough of permutation tests and how they can be applied to time series data.
DE & ML Digest
ML
Evaluating Syntactic Abilities of Language Models
Googleblog
Evaluating Syntactic Abilities of Language Models
DE & ML Digest
Big Data
Doing a research Project, beginner in data science
reddit
Doing a research Project, beginner in data science
I am working on the following...
DE & ML Digest
Big Data
Python vs R for Data Science projects
reddit
Python vs R for Data Science projects
Posted in r/bigdata by u/sharmaniti437 • 2 points and 1 comment
DE & ML Digest
Big Data
Парсим ГАР БД ФИАС в удобный формат в питоне. Бесплатно, без регистрации и СМС
Хабр
Парсим ГАР БД ФИАС в удобный формат в питоне. Бесплатно, без регистрации и СМС
Если вам зачем-то понадобилась полная адресная база России, то самый простой и дешевый способ ее заполучить — это скачать на сайте налоговой . Да, вот так вот просто все. Ну почти. Да, это полная...
DE & ML Digest
Big Data
[Перевод] Зачем вам нужно использовать активное обучение при обучении нейронных сетей
Хабр
Зачем вам нужно использовать активное обучение при обучении нейронных сетей
Часто разметка данных оказывается самой серьёзной преградой для машинного обучения — сбор больших объёмов данных, их обработка и разметка для создания достаточно производительной модели могут занимать...
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