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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
Big Data
Taking the world by simulation: The rise of synthetic data in AI
VentureBeat
Taking the world by simulation: The rise of synthetic data in AI
Would you trust AI that has been trained on synthetic data, as opposed to real-world data? You may not know it, but you probably already do.
DE & ML Digest
Big Data
3 Data Points That Help Ensure Supply Chain Visibility
reddit
3 Data Points That Help Ensure Supply Chain Visibility
Posted in r/bigdata by u/Big_Data_Path • 1 point and 0 comments
DE & ML Digest
ML
KDnuggets
™
News 21:n48, Dec 22: Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist
KDnuggets
KDnuggets
™
News 21:n48, Dec 22: Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist - KDnuggets
Write Clean Python Code Using Pipes; 5 Key Skills Needed To Become a Great Data Scientist; A Full End-to-End Deployment of a Machine Learning Algorithm into a Live Production Environment; The 5 Characteristics of a Successful Data Scientist; Top Resources…
DE & ML Digest
ML
Machine learning does not produce value for my business. Why?
KDnuggets
Machine learning does not produce value for my business. Why? - KDnuggets
What is going on when machine learning can't make the jump from testing to production, and so doesn't add any business value?
DE & ML Digest
ML
How to utilise a manual labelling workforce
Medium
How to utilise a manual labelling workforce
From interview through task definition to evaluation
DE & ML Digest
ML
Handling chatbot failure gracefully
Medium
Handling chatbot failure gracefully
Building Chatbots with Rasa — part III
DE & ML Digest
ML
Exploring BERT variants: ALBERT, RoBERTa, ELECTRA
Medium
Exploring BERT variants: ALBERT, RoBERTa, ELECTRA
A gentle deep-dive into the BERT family…
DE & ML Digest
ML
Implementing Naive Bayes From Scratch
Medium
Implementing Naive Bayes From Scratch
Coding the inner workings with just Python and NumPy
DE & ML Digest
ML
How Should Organizations Structure their Data?
Medium
How Should Organizations Structure their Data?
A review of three popular data warehousing techniques
DE & ML Digest
ML
My Journey to Landing My First Data Science Job
Medium
My Journey to Landing My First Data Science Job
And 10 lessons I learned along the way
DE & ML Digest
ML
Forecasting electricity prices with artificial neuronal networks — Part 2
DE & ML Digest
ML
A Short Survey on Implicit Data Augmentation
Medium
A Short Survey on Implicit Data Augmentation
A short survey on implicit data augmentation techniques and future research directions
DE & ML Digest
ML
The Role of Human Computation in a Changing Technology Landscape: Expert Weigh In
Medium
The Role of Human Computation in a Changing Technology Landscape: Expert Weigh In
During this year’s HCOMP conference, the participants discussed the role of human computation in AI product development
DE & ML Digest
ML
Hands-On Reinforcement Learning Course, Part 1
KDnuggets
Hands-On Reinforcement Learning Course, Part 1
Start your learning journey in Reinforcement Learning with this first of two part tutorial that covers the foundations of the technique with examples and Python code.
DE & ML Digest
ML
Build Optical Character Recognition (OCR) in Python
Medium
Build Optical Character Recognition (OCR) in Python
How to Utilize Tesseract to Detect, Localize, and OCR Text
DE & ML Digest
ML
Building a custom CNN model: Identification of COVID-19
Analytics Vidhya
Building a custom CNN model: Identification of COVID-19
You will be able to build a CNN model for COVID-19 to perform multi-class image classification by training it with your own dataset.
DE & ML Digest
ML
Reviewing GitHub Copilot by Building a Deck of Cards
Medium
Reviewing GitHub Copilot by Building a Deck of Cards
Testing the Copilot by building a Deck of Cards with it in Go
DE & ML Digest
ML
Basics of Recommender Systems
Medium
Basics of Recommender Systems
User Similarity, Item Similarity, Collaborative Filtering, Content-Based Models, Latent Space Models
DE & ML Digest
ML
How to Build a YouTube Trannoscription App in Python
Medium
How to Build a YouTube Trannoscription App in Python
A Step-by-Step Tutorial using AssemblyAI and Streamlit
DE & ML Digest
ML
Forecasting the Future Power Consumption of Germany using LSTM(RNN) and DNN
Medium
Forecasting the Future Power Consumption of Germany using LSTM(RNN) and DNN
Exploratory Data Analysis of last 5 years’ Power Consumption and Predicting the future Power Consumption using LSTM(RNN) and DNN
DE & ML Digest
ML
Fisher’s Linear Discriminant: Intuitively Explained
Medium
Fisher’s Linear Discriminant: Intuitively Explained
An intuitive explanation of Fisher’s Linear Discriminant, the Basis of Linear Discriminant Analysis
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