Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.

Microsoft
Skills you'll gain: Debugging, Program Development, Software Documentation, Pseudocode, C++ (Programming Language), Programming Principles, Computer Programming, Computer Programming Tools, Memory Management
Beginner · Course · 1 - 3 Months

Universitat Autònoma de Barcelona
Skills you'll gain: Oral Comprehension, Multilingualism, Language Competency, Education and Training, Teaching, Intercultural Competence, Language Learning, Training Programs, Instructional Strategies, Pedagogy, Literacy, Cultural Diversity, International Relations, Differentiated Instruction, Social Sciences
Beginner · Course · 1 - 4 Weeks

Universitat Autònoma de Barcelona
Skills you'll gain: Creative Problem-Solving, Student-Centred Learning, Entrepreneurship, Train The Trainer, Digital pedagogy, Problem Solving, Innovation, Creativity, Creative Thinking, Higher Education, Ideation, Collaboration, Analysis
Beginner · Course · 1 - 4 Weeks

Deep Teaching Solutions
Skills you'll gain: Lesson Planning, Critical Thinking, Classroom Management, Stress Management, Teaching, Student Engagement, Differentiated Instruction, Instructional Strategies, Education and Training, Pedagogy, Human Learning, Special Education, Behavioral Management, Learning Strategies, Disabilities, Learning Theory, Habit Formation
Intermediate · Course · 1 - 4 Weeks

Fractal Analytics
Skills you'll gain: Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Data Analysis, Data Cleansing, Databases, Query Languages, Case Studies, MySQL Workbench
Beginner · Course · 1 - 3 Months

Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Dashboard Creation, Google Cloud Platform, Data Lakes, Real Time Data, PySpark, Apache Kafka, Dashboard, Tensorflow, Data Governance, Apache Spark, Data Warehousing, Data Import/Export, Data Processing, Extract, Transform, Load, Unstructured Data, Big Data, Operational Databases
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Pandas (Python Package), Data Analysis, Data Manipulation, Data Access, Python Programming
Beginner · Guided Project · Less Than 2 Hours

University of California, Irvine
Skills you'll gain: Learning Styles, Learning Strategies, Time Management, Honesty, Verbal Communication Skills, Social Skills, Personal Integrity, Organizational Skills, Active Listening, Literacy, Communication, Higher Education, Planning, Interpersonal Communications, Adaptability, Relationship Building, digital literacy
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Model Deployment, Data Pipelines, Real Time Data, Google Cloud Platform, Dataflow, Data Warehousing, Dashboard Creation, Data Preprocessing, Data Governance, Tensorflow, Big Data, Feature Engineering, Data Lakes, Dashboard, Extract, Transform, Load, Apache Spark, Metadata Management, Apache Hadoop, MLOps (Machine Learning Operations), Data Management
Intermediate · Specialization · 3 - 6 Months

Vanderbilt University
Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, LLM Application, Large Language Modeling, Project Planning, AI literacy, AI Enablement, Generative AI, Risk Analysis, Timelines, Project Risk Management, Performance Metric, AI powered creativity, Project Schedules, Project Management, Artificial Intelligence, Risk Management, Key Performance Indicators (KPIs), Email Automation
Beginner · Specialization · 1 - 3 Months

University of California, Irvine
Skills you'll gain: Discussion Facilitation, Verbal Communication Skills, Public Speaking, Communication, Communication Strategies, Social Skills, Interpersonal Communications, Planning, Collaboration, Conflict Management, Constructive Feedback, Leadership, Organizational Skills
Beginner · Course · 1 - 4 Weeks

Università di Napoli Federico II
Skills you'll gain: Spanish Language, Language Learning, Language Competency, Vocabulary, Oral Comprehension, Grammar
Beginner · Course · 1 - 3 Months