Math for Data Science courses can help you learn statistical analysis, linear algebra, probability theory, and calculus. You can build skills in data visualization, hypothesis testing, and regression analysis, which are crucial for interpreting data effectively. Many courses introduce tools like Python, R, and SQL, along with libraries such as NumPy and Pandas, to help you apply these mathematical concepts to real datasets and enhance your analytical capabilities.

LearnQuest
Skills you'll gain: Kubernetes, Role-Based Access Control (RBAC), CI/CD, Application Deployment, Cloud-Native Computing, Network Troubleshooting, DevOps, Performance Tuning, Scalability, Continuous Integration, Containerization, Continuous Deployment, Package and Software Management, YAML, Network Security, Network Performance Management, Network Routing, System Monitoring, Network Monitoring, Network Protocols
Advanced · Specialization · 1 - 3 Months

Sungkyunkwan University
Skills you'll gain: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation
Intermediate · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Construction, Structural Engineering, Construction Engineering, Building Codes, Civil Engineering, Structural Analysis, Engineering Design Process, Engineering Calculations, Design, Safety Standards
Intermediate · Course · 1 - 3 Months
Skills you'll gain: Data Cleansing, Snowflake Schema, Data Quality, Data Transformation, Data Validation, Data Manipulation, Data Analysis, SQL, Big Data
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Jenkins, CI/CD, Apache Tomcat, Apache Maven, Docker (Software), Continuous Integration, Application Lifecycle Management, Shell Script, Continuous Deployment, Application Deployment, DevOps, Continuous Delivery, Command-Line Interface, Git (Version Control System)
Intermediate · Course · 1 - 4 Weeks

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, HubSpot CRM, Business Process Automation, Google Sheets, Workflow Management, Automation, Data Pipelines, JSON, Unstructured Data
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Physical Science, Environmental Monitoring, Environment, Geographic Information Systems, Hydrology, Geospatial Information and Technology, Environmental Science, Climate Change Adaptation, Social Studies, World History
Beginner · Course · 1 - 3 Months

Technical University of Munich (TUM)
Skills you'll gain: Social Impact, Experimentation, Program Evaluation, Community Development, Sustainable Development, Systems Thinking, Research, Human Centered Design, Culture, Cultural Diversity, Creative Problem-Solving, Case Studies, Critical Thinking
Beginner · Course · 1 - 4 Weeks

L&T EduTech
Skills you'll gain: Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Waste Minimization, Environmental Engineering, Sustainable Engineering, Environmental Regulations, Civil Engineering, Construction, Radiation Protection, Sustainable Technologies, Thermal Management, Land Management, Environmental Resource Management, Process Engineering, Environmental Laws, Chemical Engineering, Environmental Policy, Pollution Prevention, Transportation Operations, Energy and Utilities, Environmental Science
Intermediate · Specialization · 3 - 6 Months

Politecnico di Milano
Skills you'll gain: Mechanics, Physics, Hydraulics, Thermal Management, Engineering Analysis, Physical Science, Experimentation, Engineering Calculations, Systems Of Measurement, Calculus
Beginner · Course · 1 - 3 Months

Illinois Tech
Skills you'll gain: Leadership and Management, People Management, Intercultural Competence, Team Leadership, Organizational Change, Decision Making, Cultural Diversity, Conflict Management, Business Leadership, Team Management, Leadership, Virtual Teams, Organizational Development, Cultural Sensitivity, Organizational Structure, Diversity and Inclusion, Influencing, Business Ethics, Negotiation, Business Communication
Build toward a degree
Intermediate · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Transfer Learning, Embeddings, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Model Deployment
Intermediate · Course · 1 - 4 Weeks