Advanced Certificate in Machine Learning: Targeting Essentials
-- ViewingNowThe Advanced Certificate in Machine Learning: Targeting Essentials is a comprehensive course that focuses on the essentials of machine learning, enabling learners to make data-driven decisions and drive business growth. This program covers various machine learning techniques, including regression, classification, clustering, and deep learning, with a strong emphasis on targeting and predictive modeling.
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⢠Advanced Machine Learning Algorithms
⢠Supervised Learning: Regression and Classification Techniques
⢠Unsupervised Learning: Clustering and Dimensionality Reduction
⢠Deep Learning: Neural Networks and Convolutional Neural Networks
⢠Natural Language Processing: Text Analysis and Sentiment Analysis
⢠Reinforcement Learning: Multi-Armed Bandits and Q-Learning
⢠Evaluation Metrics: ROC Curve, Confusion Matrix, Precision, Recall
⢠Feature Engineering and Selection: Data Preprocessing and Transformation
⢠Big Data and Machine Learning: Hadoop, Spark, and Distributed Computing
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