People analytics courses can help you learn data collection techniques, employee engagement metrics, workforce planning, and performance evaluation methods. You can build skills in interpreting HR data, designing surveys, and analyzing turnover rates. Many courses introduce tools like Tableau for data visualization, Excel for data analysis, and AI algorithms for predictive modeling, showing how these skills can enhance decision-making in human resources and improve organizational effectiveness.

University of Pittsburgh
Skills you'll gain: Probability Distribution, Data Science, Probability & Statistics, Predictive Analytics, Probability, Statistical Modeling, Predictive Modeling, Data Analysis, Regression Analysis, Logistic Regression, Statistical Analysis, Statistical Methods, Statistics, Bayesian Statistics, Statistical Software, Statistical Inference, Applied Mathematics, Python Programming, Machine Learning, Algorithms
Build toward a degree
Beginner · Course · 1 - 4 Weeks
Skills you'll gain: Text Mining, Large Language Modeling, Hugging Face, Natural Language Processing, LLM Application, Embeddings, Generative AI, Data Preprocessing, Computer Programming, Python Programming
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Regression Testing, Kubernetes, Docker (Software), Feature Engineering, Containerization, Software Documentation, Data Pipelines, Git (Version Control System), Apache Airflow, Technical Documentation, Microservices, CI/CD, Unit Testing, API Design, Decision Intelligence, Performance Metric, Python Programming, Version Control
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Succession Planning, Leadership Studies, Leadership, Leadership Development, Organizational Leadership, Strategic Leadership, Business Ethics, Business Leadership, Initiative and Leadership, Leadership and Management, Intercultural Competence, Team Leadership, Creativity, Team Building, Teamwork, Communication, Communication Strategies, Cultural Sensitivity, Conflict Management, Cultural Responsiveness
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Responsible AI, Data Ethics, Generative Adversarial Networks (GANs), Generative Model Architectures, LLM Application, Agentic systems, AI Security, Law, Regulation, and Compliance, Agentic Workflows, Discussion Facilitation, Regulatory Requirements, Regulatory Compliance, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, SAS (Software), Analytics, Machine Learning
Beginner · Specialization · 3 - 6 Months
Skills you'll gain: Workplace inclusivity, Diversity and Inclusion, Culture Transformation, Safety Culture, Diversity Training, Cognitive flexibility, Leadership, Organizational Leadership, Team Management, Empathy, Drive Engagement, Cultural Diversity, Diversity Equity and Inclusion Initiatives, Collaboration, Diversity Awareness, Diversity Programs, Innovation, Employee Engagement, Adaptability, Communication
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Sampling (Statistics), Data Mining, Statistical Hypothesis Testing, Probability, Statistical Machine Learning, Probability & Statistics, Linear Algebra, Statistical Methods, Statistical Analysis, Statistical Inference, Data Analysis, Probability Distribution, Data Science, Statistics, Applied Machine Learning, Machine Learning Algorithms, Machine Learning, Supervised Learning, Python Programming
Mixed · Course · 1 - 4 Weeks
Skills you'll gain: Performance Review, Performance Appraisal, HR Tech, Employee Performance Management, Generative AI, AI Personalization, Workforce Development, Organizational Development, Performance Management, Smart Goals, People Analytics, People Development, Constructive Feedback, Responsible AI, Performance Analysis, Automation, Coaching, Trend Analysis, Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Matplotlib, Linear Algebra, Plot (Graphics), Data Visualization, NumPy, Scientific Visualization, Machine Learning Algorithms, Statistical Visualization, Pandas (Python Package), Applied Machine Learning, Data Science, Machine Learning, Data Analysis, Python Programming, Model Optimization, Data Manipulation, Classification Algorithms, Programming Principles, Regression Analysis, Data Structures
Beginner · Course · 1 - 3 Months
Chris Croft Training
Skills you'll gain: Employee Retention, Team Motivation, Motivational Skills, Leadership and Management, Initiative and Leadership, Leadership, Stress Management, Assertiveness, Team Leadership, Personal Development, Business Leadership, Talent Management, Delegation Skills, People Management, Self-Awareness, Self-Motivation, Business Communication, Time Management, Talent Acquisition, Productivity
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Portfolio Risk, Securities (Finance), Data Analysis, International Finance
Beginner · Course · 1 - 4 Weeks

AI CERTs
Skills you'll gain: Decision Intelligence, Applied Machine Learning
Beginner · Course · 1 - 3 Months