Greg Makowski

data mining data science big data kamanja pmml sfbayacm model description real time neural network kafka open source software word2vec acm oss cassandra hbase decision tree image recognition reinforcement learning iot internet of things middle continuous space word models deep learning one at a time predictive modeling markup language #chatgpt speech recognition neural net streaming #llm #ai convolution #datamining #datascience #jobs #hiring #standards fraud detection consulting credit card real-time sensitivity analysis pmml consumer predictive modeling healthcare bank ligadata case study nosql scala kdd java revenue management crm strategy cluster reporting crm retention attrition cluster analysis clustering maxwell john leaders 360 degree leader leadership john maxwell challenges solutions knowledge discovery in databases reason codes gradient descent taguchi design generalization regularization model complexity heuristic model notebook doe predictive algorithms model training design of experiments seasonality replenishment retail supply chain hotel frameworks software intellectual property law xgboost global big data science conference record level reasons forecasting r data drift detection prediction caret model generalization model building skipgram autocorrelation control systems #enterprisesoftware #deeplearning #retrieval_augmented_generatio #rag #hallucinations #futureofai #future #diffusionmodels #generativeai #largelanguagemodels #datascience ip worker knowledge worker intelligence augmentation artificial intelligence vertical applications unconference camp acm sigkdd enterprise software computer consulting mq financial services model scoring continuous www.ligadata.com www.dmg.org kamanja.org kdd2015 horizontal scaling realtime decision engine price optimization prior inventions deep neural networks q learning nlp tensorflow theano auto-encoder q-learning lamda architecture deep neural net face identification real time scoring microsoft ucsc paypal revolution analytics san jose