MLStories.md

ML Stories

Large Scale Scikit Learn ML processing for batch scoring using Azure ML

https://medium.com/analytics-vidhya/large-scale-scikit-learn-ml-processing-for-batch-scoring-using-azure-ml-f8606c2516b

Image Data Labelling — large volume using Machine Learning

https://medium.com/analytics-vidhya/image-data-labelling-large-volume-using-machine-learning-ae9146bb491d

ML Assisted Image Tagging

https://medium.com/analytics-vidhya/ml-assisted-image-tagging-f0f755f0ac91

AI @ Edge — AI at Edge Inferencing Architecture

https://medium.com/@balabala76/ai-edge-ai-at-edge-infer-architecture-7e2754bf5395

Spark Encrypt/Decrypt Columns for PII, GDPR Compliance, Privacy and Security

https://medium.com/analytics-vidhya/spark-encrypt-columns-for-pii-gdpr-compliance-and-security-3bf17bf59636

Azure Machine Learning Services — MLOps

https://medium.com/analytics-vidhya/azure-machine-learning-services-mlops-c0fde346a8ff

Azure Synapse Analytics Spark processing using delta lake

https://medium.com/@balabala76/azure-synapse-analytics-spark-processing-using-delta-lake-9efa10936557

Azure Synapse Analytics Run Recommendation model

https://medium.com/@balabala76/azure-synapse-analytics-run-recommendation-model-3c8cc4a78c8d

Azure Synapse Analytics Run Binary Classification in Spark

https://medium.com/@balabala76/azure-synapse-analytics-run-binary-classification-in-spark-e362d0f1e3a8

Introduction to Machine learning/Deep learning Application Life Cycle Management process

https://medium.com/@balabala76/introduction-to-machine-learning-deep-learning-application-life-cycle-management-process-c38786ce8cd4

Azure Synapse Analytics Run Clustering model

https://medium.com/analytics-vidhya/azure-synapse-analytics-run-clustering-model-7bcd66e954d8

Ethical AI

https://medium.com/@balabala76/ethical-ai-57dbe9f3b436

Azure synapse analytics spark graph processing

https://medium.com/analytics-vidhya/azure-synapse-analytics-spark-graph-processing-6ccb36403baf

Azure Synapse Analytics Tensor flow Hello world

https://medium.com/@balabala76/azure-synapse-analytics-tensor-flow-hello-world-42ffa1ff3ab7

Inferencing Azure Custom Vision Compact Model — Jetson Nano Without Docker container

https://medium.com/@balabala76/inferencing-azure-custom-vision-compact-model-jetson-nano-without-docker-container-5173fc673ca7

Automated ML with Azure Synapse Analytics

https://medium.com/analytics-vidhya/automated-ml-with-azure-synapse-analytics-258bd1f51be8

Get Started with spark based machine learning in Azure Synapse Analytics — Regression modelling

https://medium.com/analytics-vidhya/get-started-with-spark-based-machine-learning-in-synapse-analytics-regression-modelling-90e7dda1748e

Inferencing Azure custom vision Object Detection in Raspberry Pi 4

https://medium.com/@balabala76/inferencing-custom-vision-in-raspberry-pi-4-2088cbc299c

AI for Good: Workplace Safety PPE

https://medium.com/analytics-vidhya/ai-for-good-workplace-safety-cb719b245b26

Deploy Azure Automated Machine learning

https://medium.com/@balabala76/deploy-azure-automated-machine-learning-61501b43b080

Automated Machine Learning

https://medium.com/@balabala76/automated-machine-learning-75f7d20dd938

Keras Hello World using Azure Notebooks

https://medium.com/@balabala76/keras-hello-world-in-azure-notebooks-caab60fef86e

Create inference code and deploy code for machine learning in python

https://medium.com/@balabala76/how-to-build-inference-code-or-deploy-code-for-machine-learning-in-python-5fcdf43c1852

AutoML

https://medium.com/@balabala76/automl-b392c272c888

Xgboost in Azure Data bricks Beginner.

https://medium.com/@balabala76/xgboost-in-azure-data-bricks-beginner-5e09222fc32b

Writing My first Deep Learning neural network using Tensorflow

https://medium.com/@balabala76/writing-my-first-deep-learning-neural-network-using-tensorflow-6a6e76ceecd1

Running Tensorflow in Data Science VM in Azure

https://medium.com/@balabala76/running-tensorflow-in-data-science-vm-in-azure-139545d1e293