Learning Analytics Courses and Certifications

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

331 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

学习分析与评价技术

Explore advanced learning analytics and educational data mining techniques to understand learning processes, implement evaluation practices, and drive data-informed educational innovation.

• XuetangX
• Self-Paced
• Free Online Course

教育大数据与学习分析

Explore educational big data and learning analytics, covering machine learning, clustering, NLP, knowledge tracing, multimodal analysis, and social network analysis for actionable insights.

• XuetangX
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Data Analytics Learning Plan

3 ratings

Comprehensive training on AWS data analytics tools and services, covering streaming, processing, visualization, and IoT analytics. Prepares for AWS Data Analytics certification.

• AWS Skill Builder
• 20 hours
• Self-Paced
• Free Certificate

Python for Data Analytics, Machine Learning and Generative AI: A Comprehensive Guide

Master Python fundamentals through advanced AI applications including data analytics, machine learning, and generative AI with hands-on projects and real-world capstone experience.

• Swayam
• 10 weeks
• Self-Paced
• Free Online Course

IIT Kanpur;  NPTEL

Applied Linear Algebra for Signal Processing, Data Analytics and Machine Learning

Explore linear algebra applications in signal processing, data analytics, and machine learning. Gain practical skills for diverse fields like wireless communication, robotics, and finance.

• Swayam
• 12 weeks
• Self-Paced
• Free Online Course

NITTTR

Machine Learning Techniques for Social Media Data Analytics

Discover machine learning applications for analyzing social media data, covering sentiment analysis, fake news detection, trend prediction, and influencer identification using Python and NLP.

• Swayam
• 8 weeks
• Self-Paced
• Free Online Course

Smart Analytics, Machine Learning, and AI on Google Cloud

Explore machine learning integration in Google Cloud data pipelines, covering AutoML, Notebooks, BigQuery ML, and Vertex AI for enhanced data insights and tailored ML solutions.

• Google Skills
• 7 hours
• Self-Paced
• Paid Course

Machine Learning and Human Learning

Explore the intersection of AI and education, examining machine learning concepts, learning analytics, and critical perspectives on AI applications in educational settings.

• Coursera
• 1 day 12 hours 16 minutes
• Self-Paced
• Paid Course

AI-Powered Higher Education

Explore how generative AI transforms teaching, assessment, and student support. Build an ethical AI blueprint, analyze learning data, and design inclusive strategies tailored to real higher education challenges.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

Udemy Business Onboarding Course for Admins

1885 ratings at Udemy

Learn how to launch Udemy Business in your organization

• Udemy
• 1 hour 33 minutes
• Self-Paced
• Free Online Course

Adobe Captivate Classic Fundamentals 2019

1733 ratings at Udemy

Master Adobe Captivate 2019 to create mobile responsive eLearning courses.

• Udemy
• 7 hours 1 minute
• Self-Paced
• Paid Course

AI for Learning & Development 

Master AI-powered learning solutions to personalize training, automate content creation, and enhance learner engagement with practical tools and ethical implementation strategies.

• Coursera
• 1 day 18 hours
• Self-Paced
• Paid Course

Kyoto-U OCW - Unofficial

教育データで教え方や学び方を変える - ラーニングアナリティクスの導入と活用

Discover how learning analytics and educational data are transforming teaching and learning methods, from digital textbooks to lecture videos, with practical examples from K-12 and university settings.

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