Learning Analytics Courses and Certifications

This course introduces you to data science concepts, data exploration, and preparation in Python to prepare you to participate in machine learning competitions on Analytics Vidhya.

• DataCamp
• On-Demand
• Free Trial Available

Khan Academy

Data Informed Instruction for New Hampshire Summer Learning - Session 4

Explore data-driven instruction strategies, Khanmigo integration, and administrator tools to enhance student learning and teacher effectiveness in New Hampshire schools.

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

Fields Institute

Quantitative Approach for Measuring Student Engagement in E-learning Platforms

Discover a data-driven approach to measuring student engagement in e-learning platforms, exploring behavioral patterns, trajectory analysis, and intervention strategies for K12 math education.

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

Smart Analytics, Machine Learning, and AI on Google Cloud

1245 ratings at Coursera

Explore machine learning integration in Google Cloud data pipelines, from AutoML to custom solutions with Notebooks, BigQuery ML, and Vertex AI for enhanced data insights.

• Coursera
• 6 hours 36 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning in Sports Analytics

27 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Improving data quality in data analytics & machine learning

743 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
• On-Demand
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

41 ratings at Coursera

Master machine learning algorithms in Python for business analytics, covering regression, classification, and clustering techniques to extract actionable insights from data.

• Coursera
• 16 hours 54 minutes
• On-Demand
• Paid Course

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
• On-Demand
• Paid Course

Learning Data Analytics Part 2: Extending and Applying Core Knowledge

5927 ratings at LinkedIn Learning

Learn how to provide quality data sets and accurate visualizations and explore practical skills to get the most from your data.

• LinkedIn Learning
• 3 hours 23 minutes
• On-Demand
• Free Trial Available

Learning Data Analytics: 1 Foundations

5590 ratings at LinkedIn Learning

This course covers foundational data analysis skills such as thinking like an analyst, gathering useful data, SQL queries, data cleaning, and more. Are you ready to be an analyst?

• LinkedIn Learning
• 3-4 hours
• On-Demand
• Free Trial Available

5 Courses - Master AWS, Analytics, Machine Learning, Bigdata

146 ratings at Udemy

Cloud Compute, Database, Security, Containers, Migration, data science, Database, Kinesis, Glue, Hadoop, Spark

• Udemy
• 12 hours 11 minutes
• On-Demand
• 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
• On-Demand
• Free Video

Master Marketing Analytics with Python and Machine Learning

95 ratings at Udemy

Level up your marketing career with data analytics skills | Learn Python & ML to optimize your marketing campaigns

• Udemy
• 23 hours 50 minutes
• On-Demand
• Paid Course

Microcredential

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 a week
• On-Demand
• Paid Course
• 3 courses

Learning SAP Analytics Cloud

1050 ratings at LinkedIn Learning

Learn how to use the SAP Analytics Cloud to gain insights using your organization’s data.

• LinkedIn Learning
• 42 minutes
• On-Demand
• Free Trial Available