The field of ML grows with each passing day, and 2024 is going to be a blast, something unprecedented in growth and innovation. Whether you are new...
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Hey, great post! We really enjoyed it. You might be interested in knowing how to productionalise ML models with a simple line of code. If so, please have a look at flama for Python. We introduced some time ago an introductory post here Introducing Flama for Robust ML APIs. If you have any doubts, or you'd like to learn more about it and how it works in more detail, don't hesitate to give us a shout. And if you like it, please gift us a star ⭐ here.
Thank you! Glad you enjoyed the post. Flama sounds interesting—I’ll definitely check it out. Appreciate the recommendation and the offer for help!
I recommend to have a look at flama, an open-source project which is specifically thought for the productionalisation of ML models via ML APIs. To have a look at an actual example of an entire ML pipeline run with flama, you can check this post, which I think contains all the relevant information.
Thank you for the recommendation!
Thank you so much, Kodade! I appreciate the effort you put into creating this article. If I might suggest, it would be very helpful if you could include some additional credible tutorials or paid courses from your experience/knowledge for those who are just beginning to explore ML in 2024. This would make your article even more valuable and accessible to a wider audience.
Glad you found the article helpful, I'll definitely include some credible tutorials and paid courses for beginners in the next update
Thank you for a very good roadmap :-) !! For they who want to specialize into special fields like GeoAI (spatial geoscience), additional courses could be useful in addition to this roadmap, but this is a strong foundation ;-) ! I myself likes also LinkedIn Learning for learning (many good courses here and also AI learning paths) different aspects of AI in addition to the course providers you mentioned (Coursera, Udemy, and edX) and GIS-spesific learning like "ESRI Training" for they who do GIS-stuff ( esri.com/training/arcgis-online-tr... )
Indeed , thanks for sharing 🙏🏻
i agree , a strong portfolio holds a big part
Absolutely
With just enough room for some 2024 Holiday turkey! Thx
U're welcome, Enjoy the holidays!