Learning Analytics Courses and Certifications

Machine Learning Algorithms with Python 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
• 16 hours 23 minutes
• Self-Paced
• Paid Course

Paul G. Allen School

Engineering Better Teams - Leveraging AI and Analytics Tools for Collaborative Learning

Discover how AI and analytics tools can transform team collaboration and enhance learning outcomes in engineering environments.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Credential

Data Analytics and Deep Learning

40 ratings at Coursera

Master data preprocessing, big data technologies, and deep learning models with hands-on experience in neural networks and predictive analytics using industry-relevant tools.

• Coursera
• 24 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Machine Learning and Data Analytics Part 1

Dive into data mining fundamentals, exploring preprocessing, classification, clustering, and regression techniques through hands-on projects and real-world case studies.

• Coursera
• 15 hours 20 minutes
• Self-Paced
• Paid Course

Machine Learning and Data Analytics Part 2

Explore advanced data mining techniques including clustering, neural networks, SVMs, and text mining with real-world applications across engineering sectors.

• Coursera
• 18 hours 25 minutes
• Self-Paced
• Paid Course

Smart Analytics, Machine Learning, and AI on Google Cloud

This course covers several ways machine learning can be included in data pipelines on Google Cloud depending on the level of customization required.

• edX
• 1 week, 3-5 hours/week
• Self-Paced
• Free Online Course (Audit)

Data Analytics and Machine Learning for Big Data

Master machine learning and AI techniques for big data systems using PySpark ML, PyTorch, and Azure tools to build end-to-end ML pipelines and integrate Generative AI workflows.

• Coursera
• 1 day 4 hours 27 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Apply Machine Learning for Predictive Business Analytics

Master machine learning techniques to solve business challenges in customer analytics, fraud detection, logistics, and supply chain optimization using R and real-world datasets.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

EDUCBA

Analyze Financial Fraud Using Machine Learning Analytics

Master machine learning techniques to detect financial fraud, assess credit risk, and evaluate banking efficiency using logistic regression, DEA models, and real-world analytics frameworks.

• Coursera
• 6 hours 32 minutes
• Self-Paced
• Paid Course

EDUCBA Credential

Apply R for Predictive Analytics and Machine Learning

Master predictive analytics and machine learning with R through hands-on projects in retail, finance, and telecom, building job-ready skills for data-driven decision-making.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Facilitating and Building Your Online Community

[FREE ONLINE COURSE] - Want to build a learning community within your course to keep the learning going even when the course is over? Join us!

• OpenLearning
• Self-Paced
• Paid Course

The Power of Formative Assessment

The Power of Formative Assessment has been designed to address 4.1.2, 4.2.2, 6.2.2 from the Australian Professional Standards for Teachers towards maintain Proficient Teacher Accreditation.

• OpenLearning
• Self-Paced
• Free Online Course

Online Facilitation for Educators

Master online facilitation skills through hands-on practice, reflective learning, and community engagement across five comprehensive modules covering ecosystem design to data-driven practice.

• OpenLearning
• Self-Paced
• Paid Course

Improving data quality in data analytics & machine learning

854 ratings at Udemy

Learn why, when, and how to maximize the quality of your data to optimize data-based decisions

• Udemy
• 5 hours 23 minutes
• Self-Paced
• Paid Course

Assessment for Learning

319 ratings at Coursera

Explore current debates on testing, assessment approaches, and emerging technologies in education. Gain insights into data mining, learning analytics, and evaluation processes for improved learning outcomes.

• Coursera
• 14 hours 15 minutes
• Self-Paced
• Paid Course