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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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Different Types of Compartmental Models for Understanding Disease Spread
Medium
Different Types of Compartmental Models for Understanding Disease Spread
How the spread of infectious disease can be observed through a mathematical lens
DE & ML Digest
ML
40 Helpful Python tips to Boost your speed as a Data Scientist
Analytics Vidhya
40 Helpful Python tips to Boost your speed as a Data Scientist
Python is one of the most demanding skills for data scientists. In this article we will introduce you to 40 python tips to boost your speed.
DE & ML Digest
ML
12 common JMP charts you can make in Python with Plotly for free
Medium
12 common JMP charts you can make in Python with Plotly for free
Making code templates for iconic JMP graphs with Plotly
DE & ML Digest
ML
A Practical Introduction to 9 Regression Algorithms
Medium
A Practical Introduction to 9 Regression Algorithms
Hands-on tutorial to effectively use different Regression Algorithms
DE & ML Digest
ML
Deep diving statistical distributions with Python for Data Scientists
Medium
Deep diving statistical distributions with Python for Data Scientists
For any data scientist, it is important to understand statistics, data distributions and how they can be used in real world scenarios…
DE & ML Digest
ML
Complete Tutorial On Natural Language Processing using spaCy
Analytics Vidhya
Complete Tutorial On Natural Language Processing using spaCy
Here, we will understand natural language processing using spacy. It provides production quality code and the most commonly used library for
DE & ML Digest
ML
Statistical Modelling With Python: The Three Must Know “S-Modules”
Medium
Statistical Modelling With Python: The Three Must Know “S-Modules”
These ones are the most important
DE & ML Digest
ML
MLOps and ModelOps: What’s the Difference and Why it Matters
KDnuggets
MLOps and ModelOps: What’s the Difference and Why it Matters - KDnuggets
These two terms are often used interchangeably. However, there are key distinctions between the functionality and features each provide, and the AI value and scalability at your organization depend on them.
DE & ML Digest
ML
How To Build A Database Using Python
KDnuggets
How To Build A Database Using Python
Implement your database without handling the SQL using the Flask-SQLAlchemy library.
DE & ML Digest
Big Data
AI-powered contract management platform Malbek lands $15.3M
VentureBeat
AI-powered contract management platform Malbek lands $15.3M
Malbek, an AI contract lifecycle management startup based in Somerset, New Jersey, has raised $15.3 million in a venture round.
DE & ML Digest
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An Introduction To Recurrent Neural Networks And The Math That Powers Them
DE & ML Digest
ML
How to Learn Python for Machine Learning
MachineLearningMastery.com
How to Learn Python for Machine Learning - MachineLearningMastery.com
Python has become a de facto lingua franca for machine learning. It is not a difficult language to learn, but if you are not particularly familiar with the language, there are some tips that can help you learn faster or better. In this post, you will discover…
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Can Bayesian Statistics Give Predictions of the Same Quality as ML?
Medium
Can Bayesian Statistics Give Predictions of the Same Quality as ML?
In some cases yes. And here’s how.
DE & ML Digest
ML
Discover the Soul of a Movie Like a Data Scientist
Medium
Discover the Soul of a Movie Like a Data Scientist
Extract the film’s inherent vice from its denoscription
DE & ML Digest
ML
Statistical Sampling for Process Improvement using Python
Medium
Statistical Sampling for Process Improvement using Python
Use sample data to estimate the average lead time to process customer orders in the customer service team of an elevator parts supplier.
DE & ML Digest
ML
Transform speech into knowledge with Huggingface/Facebook AI and expert.ai
KDnuggets
Transform speech into knowledge with Huggingface/Facebook AI and expert.ai - KDnuggets
Speech2Data is a blend of open source and free-to-use AI models and technologies powered by Huggingface, Facebook AI and expert.ai. Learn more here.
DE & ML Digest
ML
Top Data Science Certifications
Medium
Top Data Science Certifications
… what I think are the best from a catalog by Indeed
DE & ML Digest
ML
MLOps with Docker and Jenkins: Automating Machine Learning Pipelines
Medium
MLOps with Docker and Jenkins: Automating Machine Learning Pipelines
How to containerize your ML models with Docker and automate a Pipeline with Jenkins
DE & ML Digest
ML
Self-Parking Car in <500 lines of code
Medium
Self-Parking Car in <500 Lines of Code
Training the car to do self-parking using a genetic algorithm
DE & ML Digest
ML
Using MLFlow to Track and Version Machine Learning Models
Medium
Using MLFlow to Track and Version Machine Learning Models
A step-by-step coding practice
DE & ML Digest
ML
Unlimited scientific libraries and applications in Kubernetes, instantly!
Medium
Unlimited scientific libraries and applications in Kubernetes, instantly!
Set up a shared library of packages and applications that you can dynamically load into your Kubernetes Data Science environments.
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