PinnedSatsawat Natakarnkitkul (Net)inTowards AWSImplement MLOps using SageMaker PipelinesStart MLOps journey using Amazon SageMaker PipelinesJan 71Jan 71
PinnedSatsawat Natakarnkitkul (Net)inTowards AWSCatch more auto insurance claim fraudulent faster by Amazon Fraud DetectorAmazon’s Fraud Detector ML catches auto insurance fraud faster than humans, reducing fraudulent claims and saving insurers moneyNov 20, 2023Nov 20, 2023
PinnedSatsawat Natakarnkitkul (Net)inTowards AWSCreate Text-to-Image application on AWS CloudCreate text-to-image playground with power of Stable Diffusion and StreamlitAug 24, 2023Aug 24, 2023
PinnedSatsawat Natakarnkitkul (Net)inTowards AWSBring you own XGBoost model to host on SageMakerDeploy your existing model by the power of AWS CloudAug 8, 2023Aug 8, 2023
Satsawat Natakarnkitkul (Net)inTowards AICustomer Segmentation as A StrategyIntroduction to the data-driven segmentation and integrate them onto your strategyApr 20, 20221Apr 20, 20221
Satsawat Natakarnkitkul (Net)inTowards AIUnderstand Bayes’ Theorem Through VisualizationGentle introduction to Bayes’ theorem using visualization and why it is not difficult as some may sayApr 17, 20214Apr 17, 20214
Satsawat Natakarnkitkul (Net)inTowards AIInto the Logistic RegressionBreak down the concept of logistic regression and one-vs-all and one-vs-one approach for multi-class classificationApr 4, 2021Apr 4, 2021
Satsawat Natakarnkitkul (Net)inTowards AIIntroduction to the Markov Chain, Process, and Hidden Markov ModelThe concept and application of Markov chain and Hidden Markov Model in Quantitative FinanceSep 24, 2020Sep 24, 2020
Satsawat Natakarnkitkul (Net)inTowards AIIntroduction to Deep Learning with TensorFlowGentle introduction and implementation of the top three types of ANN; feed-forward, RNN and CNN using tensorflowAug 26, 2020Aug 26, 2020
Satsawat Natakarnkitkul (Net)inTowards AIClosed-form and Gradient Descent Regression Explained with PythonRegression problem simplified and implementation of both closed form equation and gradient descent from scratch and built-in libraryAug 7, 2020Aug 7, 2020
