The language used throughout the course, in both instruction and assessments.

Skills you'll gain: Machine Learning Algorithms, Data Visualization, Dashboard, Interactive Data Visualization, Data Visualization Software, Data Presentation, Machine Learning, Scikit Learn (Machine Learning Library), Web Applications, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
Intermediate · Guided Project · Less Than 2 Hours

Skills you'll gain: Image Analysis, Image Quality, Matlab, Computer Vision, Automation, Anomaly Detection, Spatial Data Analysis, Data Processing, Engineering Practices, Water Sustainability, Medical Imaging, Spatial Analysis, Data Manipulation, Exploratory Data Analysis, Histogram, Quantitative Research, Data Analysis Software, Analysis, Data Import/Export, Algorithms
Beginner · Specialization · 1 - 3 Months

Coursera
Skills you'll gain: Stored Procedure, SQL, Data Presentation, Query Languages, Relational Databases, Database Development, Database Administration, Data Science
Advanced · Guided Project · Less Than 2 Hours

MathWorks
Skills you'll gain: Computer Vision, Image Analysis, Anomaly Detection, Applied Machine Learning, Deep Learning, Image Quality, Artificial Neural Networks, Unsupervised Learning, Matlab, Application Deployment, PyTorch (Machine Learning Library), Machine Learning, Motion Graphics, Supervised Learning, Data Visualization, Automation, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Medical Imaging
Beginner · Professional Certificate · 3 - 6 Months

University of Toronto
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Machine Learning Methods, Machine Learning Algorithms, Python Programming, Linear Algebra
Advanced · Course · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Parent Communication, Student Engagement, Student Support and Services, Teaching, Instructional Strategies, Curriculum Planning, Pedagogy, Learning Management Systems, Community Development, Instructional Design, Classroom Management, Virtual Teams, Education Software and Technology, Motivational Skills, Differentiated Instruction, Blended Learning, Relationship Building, Communication Strategies, Constructive Feedback, Content Creation
Mixed · Course · 1 - 3 Months

University of Leeds
Skills you'll gain: Engineering Design Process, Engineering Management, Requirements Elicitation, Product Lifecycle Management, Problem Solving, Product Design, Product Development, Engineering Practices, New Product Development, Product Requirements, Conceptual Design, Communication
Beginner · Course · 1 - 4 Weeks

The George Washington University
Skills you'll gain: Patient Education And Counseling, Clinical Assessment, Clinical Practices, Nurse Education, Virtual Environment, Nursing, Health Education, Safety Standards, Continuous Quality Improvement (CQI), System Implementation, Education Software and Technology
Intermediate · Course · 1 - 3 Months

Google Cloud
Skills you'll gain: Dataflow, Google Cloud Platform, Data Pipelines, Real Time Data, Data Processing, Systems Design, Cloud Engineering, Data Lakes, Big Data, Dashboard, Cloud Infrastructure, Data Infrastructure, Data Warehousing, Extract, Transform, Load, MLOps (Machine Learning Operations), Cloud Storage, Data Modeling, Applied Machine Learning, Data Visualization Software, Data Storage
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Extract, Transform, Load, Power BI, Data Validation, Data Transformation, Data Cleansing, Data Storage, Data Quality, Data Analysis, Data Integration, Data Storage Technologies, Business Intelligence
Beginner · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Experimentation, Sample Size Determination, Research Design, Regression Analysis, Statistical Analysis, Statistical Methods, Data Analysis Software, Statistical Modeling, Design Strategies, Statistical Software, Probability & Statistics, Mathematical Modeling, Analysis, Data Transformation, Descriptive Statistics, Probability Distribution, Statistical Hypothesis Testing, Variance Analysis, Data Analysis, Quality Control
Beginner · Specialization · 3 - 6 Months

The University of Edinburgh
Skills you'll gain: Physics, Data Storage Technologies, Emerging Technologies, Technical Communication, Physical Science, Computational Thinking, Image Analysis, Engineering, Scientific, and Technical Instruments, General Science and Research, Data Analysis Software
Beginner · Course · 1 - 3 Months