Certificate in Machine Learning for Business Intelligence
-- ViewingNowThe Certificate in Machine Learning for Business Intelligence is a career-transforming course that empowers learners with essential skills in machine learning and artificial intelligence. In an era where data-driven decision-making is paramount, this course is of immense importance and high industry demand.
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GBP £ 140
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โข Introduction to Machine Learning: Understanding the basics of machine learning, its types, and applications.
โข Data Preprocessing: Data cleaning, wrangling, and transformation techniques for machine learning.
โข Supervised Learning: Regression and classification algorithms, including linear regression, logistic regression, and support vector machines.
โข Unsupervised Learning: Clustering and dimensionality reduction algorithms, including k-means clustering and principal component analysis.
โข Ensemble Learning: Techniques for combining multiple models, such as bagging, boosting, and stacking.
โข Deep Learning: Neural network architectures, including feedforward, recurrent, and convolutional neural networks.
โข Machine Learning for Business Intelligence: Use cases and applications of machine learning in business analytics, including customer segmentation, fraud detection, and predictive maintenance.
โข Evaluation Metrics: Understanding and selecting appropriate evaluation metrics for machine learning models.
โข Machine Learning Tools and Libraries: Hands-on experience with popular machine learning tools and libraries, such as scikit-learn, TensorFlow, and PyTorch.
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