Data Products, Dashboards and Rapid Prototyping
Exploring the intersection of data science, data products, rapid prototyping and dashboards.
Sep 2018
About Tanya Cashorali
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Tanya Cashorali
Host
Hugo Bowne-Anderson
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Top Machine Learning Use-Cases and Algorithms
Machine learning is arguably responsible for data science and artificial intelligence’s most prominent and visible use cases. In this article, learn about machine learning, some of its prominent use cases and algorithms, and how you can get started.
Vidhi Chugh •
15 min
17 Top MLOps Tools You Need to Know
Discover top MLOps tools for experiment tracking, model metadata management, workflow orchestration, data and pipeline versioning, model deployment and serving, and model monitoring in production.
Abid Ali Awan •
13 min
Supervised Machine Learning Cheat Sheet
In this cheat sheet, you'll have a guide around the top supervised machine learning algorithms, their advantages and disadvantages, and use-cases.
DataCamp Team •
5 min
Unsupervised Machine Learning Cheat Sheet
In this cheat sheet, you'll have a guide around the top unsupervised machine learning algorithms, their advantages and disadvantages, and use cases.DataCamp Team •
9 min
An Introduction to Q-Learning: A Tutorial For Beginners
Learn about the most popular model-free reinforcement learning algorithm with a Python tutorial.Abid Ali Awan •
16 min
A Complete Guide to Data Augmentation
Learn about data augmentation techniques, applications, and tools with a TensorFlow and Keras tutorial.Abid Ali Awan •
15 min