With @abacusai
, you can easily build and deploy streaming pipelines for real-time Machine Learning at scale! Our end-to-end MLOps platform offers advanced data wrangling, state-of-the-art models, notebook hosting, and more.
@abacusai
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Build and Deploy Real-Time ML Streaming Pipelines at Scale
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50 Free Public Datasets for Machine Learning Practice
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Best Public Datasets for Machine Learning and Data Science. Here are 50 datasets you can access right now without paying a single cent. Pair them with Google Colab, and you can start practicing machine learning today. https://
pub.towardsai.net/best-datasets-
for-machine-learning-data-science-computer-vision-nlp-ai-c9541058cf4f
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ML Monitoring: Abacus AI’s End-to-End MLOps Solution
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This is what monitoring the quality of your data and predictions looks like. Machine learning monitoring is hard. Really hard! And that's exactly what we do. Stay tuned! We are building the best end-to-end MLOps system out there!
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Key Components of End-to-End MLOps Platform Solutions
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Here is a cheat sheet listing the key components of an end-to-end MLOps platform. The main advantage of a platform like @abacusai
: You can get most of these components out of the box in an integrated solution. -
Deep Learning Models vs Complete Systems: The Real Challenge
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Building a Deep Learning model is only a fraction of the work. Building an entire Deep Learning System is much more complex and takes time. Closing this gap is precisely what @abacusai does.
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AI-Assisted Data Science Platform with Neural Architecture Search and MLOps
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AI-assisted Data Science – Neural architecture search for custom model dev
– Code generation models help with data transformation
– End to End MLOps platform for production-ready ML and data-science The first of its kind in the world – @abacusai -
Introduction to Machine Learning Problem Framing for Beginners
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Introduction to Machine Learning Problem Framing. https://
developers.google.com/machine-learni
ng/problem-framing/
… A 1-hour course designed for absolute beginners. Especially useful to help you identify opportunities to apply Machine Learning. If you are ready to start, this will be a great introduction. -
Practical Deep Learning for Coders: Free Online Course
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Practical Deep Learning for Coders is one of the most popular courses online. And it's 100% free. If you have some coding experience, this course is for you. Here is the link: https://
course.fast.ai -
Easy Deployment of Large-Scale Deep Learning Systems
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We make it really easy to launch large-scale deep learning systems in production!
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Free Statistics and Probability Course for Machine Learning Beginners
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100% free Statistics and Probability course. If you want to get into machine learning, this course is ideal. No prerequisites, you can start today, and it won't take you longer than a month to finish it. https://
khanacademy.org/math/statistic
s-probability
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