Learning Analytics Courses and Certifications

Amazon Web Services;  Amazon

Data Analytics Learning Plan

3 reviews

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
• On-Demand
• 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
• On-Demand
• Free Online Course

Learning YouTube Analytics

107 ratings at LinkedIn Learning

Learn about YouTube Analytics, the interactive reporting system that can provide valuable data for channel and video creators.

• LinkedIn Learning
• 1 hour 23 minutes
• On-Demand
• Free Trial Available

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Paid Course

Learning Needs Analysis: Practitioner Program

223 ratings at Udemy

A practical guide for Learning and Development professionals to gather and analyse an organisation's learning needs.

• Udemy
• 4 hours 6 minutes
• On-Demand
• Paid Course

Analytics for the Classroom Teacher

This course is ideal for school teachers who want to improve their teaching through valuable data-driven insights.

• edX
• 6 weeks, 3-4 hours a week
• On-Demand
• Free Online Course (Audit)

Self-Guided Learning with AI

76 ratings at Udemy

Master self-learning with AI tools like ChatGPT—set goals, plan study, track progress, and assess skills.

• Udemy
• 1 hour 42 minutes
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Kyoto-U OCW - Unofficial

教育・学習データの利活用における国内外の研究動向と課題 - チャプター④ 教育・学習の支援の例

教育・学習データの活用事例を通じて、最新の教育支援技術と研究動向について深く理解する機会を提供。データ駆動型の教育実践における具体的な応用例を探求。

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

Kyoto-U OCW - Unofficial

Learning Behavior and Interactive Pattern Analysis - Coding Scheme, Tools and Applications

Discover how learning analytics and big data can enhance education through interactive pattern analysis, coding schemes, and practical applications in this insightful keynote presentation from Taiwan Tech.

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

Kyoto-U OCW - Unofficial

ラーニングアナリティクスとサイバーフィジカル社会における教育支援 - 2018年3月

Discover how learning analytics and educational big data can enhance teaching and learning support in cyber-physical society through research cases and practical applications.

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

Kyoto-U OCW - Unofficial

機械学習による学習者の生理情報と精神状態の関係性の形式化 - 2018

機械学習を活用した学習者の生理情報と精神状態の関係性について探求し、教育ビッグデータを用いた学習支援の可能性を解明する研究事例を紹介。

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