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Machine Learning & AI

Machine Learning & AI

Explore the fundamentals of machine learning and AI, including supervised and unsupervised learning, deep learning, and practical applications in banking and financial services.
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Responsible Fred Manu
Last Update 27/06/2025
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Intermediate
Future Trends in AI and ML in Banking.pptx
Future Trends in AI and ML in Banking.pptx
Stay ahead with insights into emerging AI innovations and their potential impact on the future of financial services.
machine learning
Artificial Intelligence & Machine Learning(Unsupervised)
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Implementing Unsupervised Learning in Finance.pptx
Implementing Unsupervised Learning in Finance.pptx
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Apply unsupervised learning algorithms to real-world financial problems, including anomaly detection and customer segmentation.
machine learning
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Dimensionality Reduction Techniques in Finance.pptx
Dimensionality Reduction Techniques in Finance.pptx
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Learn techniques such as PCA and t-SNE to reduce data complexity and improve model efficiency in financial analysis.
machine learning
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Introduction to Unsupervised Learning.pptx
Introduction to Unsupervised Learning.pptx
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Understand key unsupervised learning methods like clustering and association, and their applications in finance.
machine learning
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Artificial Intelligence & Machine Learning(Supervised)
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Supervised Learning Knowledge Check.pptx
Supervised Learning Knowledge Check.pptx
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Test your knowledge
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Model Evaluation and Performance Metrics.pptx
Model Evaluation and Performance Metrics.pptx
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Master evaluation methods like accuracy, precision, recall, and ROC curves to assess and improve model performance.
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Introduction to Supervised Learning.pptx
Introduction to Supervised Learning.pptx
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Explore core supervised learning algorithms such as regression and classification, and understand their practical uses.
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Deep Learning
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Deep Learning Knowledge Check.pptx
Deep Learning Knowledge Check.pptx
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Test your knowledge
machine learning
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Model Evaluation Metrics for Deep Learning.pptx
Model Evaluation Metrics for Deep Learning.pptx
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Understand how to evaluate deep learning models using metrics such as accuracy, precision, recall, F1 score, and confusion matrices.
machine learning
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Convolutional Neural Networks (CNNs).pptx
Convolutional Neural Networks (CNNs).pptx
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Explore CNN architectures and their applications in image processing, pattern recognition, and financial data analysis.
machine learning
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AI & ML Applications in Banking
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Future Trends in AI and ML in Banking.pptx
Future Trends in AI and ML in Banking.pptx
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Stay ahead with insights into emerging AI innovations and their potential impact on the future of financial services.
machine learning
00:00
0 0
Personalisation and Client Insights.pptx
Personalisation and Client Insights.pptx
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Discover how machine learning enables tailored financial products and actionable client insights for better engagement.
machine learning
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Credit Scoring and Loan Underwriting.pptx
Credit Scoring and Loan Underwriting.pptx
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Understand AI models used for credit risk assessment, improving accuracy in loan approval processes.
machine learning
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