Continuous Adaptation for Machine Learning System to Data Changes — The TensorFlow Blog

Continuous Adaptation for Machine Learning System to Data Changes — The TensorFlow Blog

Learn how ML models can continuously adapt as the world changes, avoid issues, and take advantage of new realities in this guest blog post.

13 mentions: @RisingSayak@algo_diver@robert_crowe@YvesMulkers@TerryTangYuan@dl_weekly
Date:
Continuous Adaptation for Machine Learning System to Data Changes — The TensorFlow Blog blog.tensorflow.org

Referring Tweets

@RisingSayak
@RisingSayak Another one with @algo_diver. We present a simple pipeline for continuous model evaluation and retraining. Details: t.co/3myDfpc8dh. t.co/2AuxH6JnFe
1 RT, 9 Fav 2021/12/10 02:14
@algo_diver
@algo_diver Please check out Me & @RisingSayak's latest MLOps project. Two ML pipelines collaborating to realize CI/CD for data changes in #TFX and @GoogleCloudTech. Training pipeline + Batch prediction/evaluation pipeline t.co/64xG97Pmdp
0 RT, 4 Fav 2021/12/02 01:59
@robert_crowe
@robert_crowe We just published a great new blog post written by two members of the TFX community, check it out! t.co/mPUvumSn5m
0 RT, 3 Fav 2021/12/01 19:03
@YvesMulkers
@YvesMulkers Continuous Adaptation for #machinelearning System to #Data Changes Community · TFX t.co/WBT0OD3T27 .. t.co/NZ0H5vlkEc t.co/SpjmDSZJFW
0 RT, 3 Fav 2021/12/02 21:13
@TerryTangYuan
@TerryTangYuan @TensorFlow FYI the above link does not work. Try this one instead t.co/aWID0I69xS
1 RT, 2 Fav 2021/12/01 17:41
@dl_weekly
@dl_weekly From issue 227: A blog post that presents a project implementing a workflow that combines batch prediction and model evaluation for continuous evaluation retraining. t.co/dk8f14T8rD
0 RT, 1 Fav 2021/12/10 23:53

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