Global Certificate in Machine Learning Expertise
-- ViewingNowThe Global Certificate in Machine Learning Expertise course is a comprehensive program designed to provide learners with essential skills in machine learning. This course is critical for career advancement as the demand for machine learning professionals continues to grow across industries.
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โข Machine Learning Fundamentals: Introduction to Machine Learning, Supervised and Unsupervised Learning, Regression, Classification
โข Deep Learning: Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM)
โข Natural Language Processing (NLP): Text Preprocessing, Word Embeddings, Sentiment Analysis, Named Entity Recognition
โข Computer Vision: Image Processing, Object Detection, Image Segmentation, Facial Recognition
โข Reinforcement Learning: Markov Decision Processes, Q-Learning, Deep Q Networks (DQN), Policy Gradients
โข Data Manipulation and Visualization: Data Cleaning, Data Wrangling, Data Visualization, Exploratory Data Analysis
โข Evaluation Metrics: Accuracy, Precision, Recall, F1 Score, Confusion Matrix, ROC Curve
โข Ethics in Machine Learning: Bias and Fairness, Privacy and Security, Explainability and Interpretability, Transparency and Accountability
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