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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⢠Machine Learning Fundamentals: Introduction to Machine Learning, Supervised and Unsupervised Learning, Regression, Classification
⢠Deep Learning: Neural Networks, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM)
⢠Natural Language Processing (NLP): Text Preprocessing, Word Embeddings, Sentiment Analysis, Named Entity Recognition
⢠Computer Vision: Image Processing, Object Detection, Image Segmentation, Facial Recognition
⢠Reinforcement Learning: Markov Decision Processes, Q-Learning, Deep Q Networks (DQN), Policy Gradients
⢠Data Manipulation and Visualization: Data Cleaning, Data Wrangling, Data Visualization, Exploratory Data Analysis
⢠Evaluation Metrics: Accuracy, Precision, Recall, F1 Score, Confusion Matrix, ROC Curve
⢠Ethics in Machine Learning: Bias and Fairness, Privacy and Security, Explainability and Interpretability, Transparency and Accountability
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