Global Certificate in ML Travel Solutions
-- ViewingNowThe Global Certificate in ML Travel Solutions is a comprehensive course that combines the power of Machine Learning (ML) with the rapidly growing travel industry. This course is essential for professionals seeking to stay ahead in the technology-driven job market, with a particular focus on travel and tourism sectors.
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โข Machine Learning Fundamentals: Introduction to ML, Supervised and Unsupervised Learning, Reinforcement Learning
โข Data Preprocessing: Data Cleaning, Data Transformation, Feature Engineering, Data Normalization
โข Model Selection and Evaluation: Model Training, Cross-Validation, Hyperparameter Tuning, Model Evaluation Metrics
โข Deep Learning for Travel Solutions: Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM)
โข Natural Language Processing (NLP): Text Preprocessing, Sentiment Analysis, Text Classification, Named Entity Recognition
โข Computer Vision: Image Preprocessing, Object Detection, Image Classification, Image Segmentation
โข Recommendation Systems: Content-Based Filtering, Collaborative Filtering, Hybrid Filtering, Recommendation Algorithms
โข Ethics and Bias in ML: Understanding Bias, Addressing Bias, Ethical Considerations in ML
โข Deployment and Maintenance: Model Deployment, Monitoring, Maintenance, Continuous Integration and Continuous Deployment (CI/CD)
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