Search results for machine learning

Machine Learning for Smart Beta

Explore smart beta products, recreate MSCI Enhanced Value Index, and apply machine learning techniques to create improved multi-factor models for investment strategies using R programming.

• Coursera
• 7 hours 30 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Machine Learning

1 review

Gain practical experience in prediction, classification, clustering, and information retrieval through case studies. Learn to analyze complex datasets and build adaptive, intelligent systems.

• Coursera
• 30 weeks, 3 hours a week
• On-Demand
• Paid Course
• 4 courses

Fundamentals of Machine Learning in Finance

335 ratings at Coursera

Gain practical skills in applying machine learning algorithms to financial problems using Python, covering supervised, unsupervised, and reinforcement learning techniques for real-world applications.

• Coursera
• 18 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Mathematics for Machine Learning

1 review

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 17 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Machine Learning

1 review

Comprehensive introduction to machine learning fundamentals, covering supervised and unsupervised learning techniques, with practical applications and best practices from Silicon Valley.

• Coursera
• 13 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses

Predicting Extreme Climate Behavior with Machine Learning

Explore machine learning techniques for climate data analysis, from unsupervised clustering to neural networks, gaining practical skills to predict extreme weather patterns.

• Coursera
• 23 hours 59 minutes
• On-Demand
• Free Online Course (Audit)

Interpretable Machine Learning

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Using R for Regression and Machine Learning in Investment

Learn regression and machine learning techniques for investment analysis using R, covering backtesting, risk assessment, and factor models to enhance decision-making in financial markets.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Cloud Machine Learning Engineering and MLOps

77 ratings at Coursera

Develop machine learning applications using cloud computing, AutoML, and MLOps. Explore emerging topics like edge ML and AI APIs. Build a Flask web app for ML predictions.

• Coursera
• 13 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Great Learning

Mathematics for Data Science - Essential Math for Machine Learning

1 review

Explore essential math for data science, including probability, statistics, machine learning, and deep learning. Learn through real-world case studies and gain insights into the crucial role of mathematics in data analysis.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

Great Learning

Bank Transaction Fraud Detection with Data Science - Fraud Detection Using Machine Learning

1 review

Learn effective data science techniques for detecting bank transaction fraud using machine learning, decision trees, and anomaly detection. Gain practical insights through real-world case studies and hands-on guidance.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Machine Learning Algorithms with R in Business Analytics

38 ratings at Coursera

Explore machine learning algorithms for business analytics using R. Learn regression, classification, and clustering techniques to uncover patterns and gain actionable insights from data.

• Coursera
• 14 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Blended Learning Essentials: Embedding Your Practice

10 reviews

This is the second part of a course for the Vocational Education and Training sector to promote effective use of blended learning.

• FutureLearn
• 3 weeks, 4 hours a week
• On-Demand
• Paid Course

Microcredential

Data Science: Statistics and Machine Learning

Comprehensive data science program covering statistical inference, regression, machine learning, and data product development, culminating in a real-world capstone project.

• Coursera
• 26 weeks, 6 hours a week
• On-Demand
• Paid Course
• 5 courses

Microcredential

Investment Management with Python and Machine Learning

Learn to apply data science and machine learning techniques for improved investment decisions using Python, covering portfolio construction, analysis, and alternative data sets.

• Coursera
• 22 weeks, 4 hours a week
• On-Demand
• Paid Course
• 4 courses