Hand Held Electronic Nose System Using Machine Learning and Predictive Modeling Techniques-A supervised classification-based approachdoi:10.1109/IEMENTech51367.2020.9270101Data visualization,Prediction algorithms,Predictive models,Machine learning algorithms,Heating systems,Gases,Classification algorithms...
Python JWarmenhoven/Coursera-Machine-Learning Star865 Code Issues Pull requests Coursera Machine Learning - Python code predictive-modelingcoursera-machine-learningandrew-ng UpdatedOct 1, 2020 Jupyter Notebook retentioneering/retentioneering-tools
Modeling Techniques in Predictive Analytics: Business Problems and Solutions with R, Revised and Expanded EditionMaster predictive analytics, from start to finish Start with strategy and management Master methods and build models Transform your models into highly-effective code-in both Python and R This...
Good future outcomes depend upon choosing the best predictive modeling techniques when looking for patterns in data sets. Data scientists are trained in this, and new automated machine learning systems can run models to find the best approaches. Ambiguity is inevitable in predictions -- case in poi...
Finally, you’ll review advanced text mining techniques, recommender systems, neural networks, deep learning, reinforcement learning techniques and their implementation. All the code presented in the book will be available in the form of iPython notebooks to enable you to try out these examples and...
This research aimed to assess predictive modeling techniques for microplastic pollution during the COVID-19 pandemic in Tehran, Iran. Various algorithms, including DRF, RF, DT, GB, AdaBoost, and SVM, were compared and validated using performance metrics, such as ROC curves, MSE, RMSE, and MAPE...
Python package for concise, transparent, and accurate predictive modeling. All sklearn-compatible and easy to use. For interpretability in NLP, check out our new package: imodelsX 📚 docs • 📖 demo notebooks Modern machine-learning models are increasingly complex, often making them dif...
Improve rating sophistication by augmenting traditional GLM/GAM pricing techniques with cutting-edge modeling. Enable actuaries to tune prices to market conditions and implement automated rate updates. Reduce Underwriting Expenses Determine the most cost-effective inspection level for new submissions and renew...
machine-learning control deep-learning modeling predictive mpc model-predictive-control deep-learning-model-predictive-control deep-mpc dl-mpc lstm-mpc Updated Oct 27, 2024 Python mccorby / ML-LetterPredictor-Android Star 13 Code Issues Pull requests Simple ML project that links TensorFlow and...
The main goal of this book is to make you familiar with all the stages in the process of solving a business problem using predictive modeling and to show, with hands-on examples, how to use Python and its data analytics ecosystem to implement many of the main techniques and approaches used...