Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.

Peking University
Skills you'll gain: Quality Assurance, Language Interpretation, Translation, and Studies, Natural Language Processing, Document Management, Vocabulary, Information Technology, Multilingualism
Intermediate · Course · 3 - 6 Months
Georgia Institute of Technology
Skills you'll gain: Business Communication, Verbal Communication Skills, Communication, Virtual Teams, Telecommuting, Meeting Facilitation
Mixed · Course · 1 - 4 Weeks

École normale supérieure
Skills you'll gain: Algebra, Linear Algebra, Combinatorics, Arithmetic, Advanced Mathematics, Mathematics and Mathematical Modeling
Mixed · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Natural Language Processing, Supervised Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Markov Model, Embeddings, Text Mining, Dimensionality Reduction, Machine Learning Methods, Statistical Machine Learning, Artificial Neural Networks, Classification Algorithms, Data Preprocessing, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Feature Engineering, Applied Machine Learning, Algorithms, Keras (Neural Network Library)
Intermediate · Specialization · 3 - 6 Months

Johns Hopkins University
Skills you'll gain: Integral Calculus, Calculus, Data Integration, Vector Databases, Mathematical Theory & Analysis, Advanced Mathematics, Applied Mathematics, Mathematical Modeling, Spatial Data Analysis, Geometry, Physics
Intermediate · Course · 1 - 4 Weeks

Johns Hopkins University
Skills you'll gain: Calculus, Mathematical Software, Data Analysis, Mathematical Theory & Analysis, Derivatives, Graphing, Algebra
Beginner · Course · 1 - 3 Months

Skills you'll gain: Technical Communication, English Language, Health Technology, Technology Solutions, Telecommuting, Language Learning, End User Training and Support, Vocabulary, Oral Comprehension, Education Software and Technology, Grammar, Emerging Technologies, Data Security
Mixed · Course · 1 - 3 Months

Skills you'll gain: Organizational Skills, Planning, Productivity, Calendar Management, English Language, Vocabulary, Social Skills, Time Management, Language Learning, Language Competency, Verbal Communication Skills, Grammar, Oral Comprehension, Communication
Mixed · Course · 1 - 3 Months

Università di Napoli Federico II
Skills you'll gain: English Language, Grammar, Vocabulary, Journalism, Media and Communications, Communication, Cultural Diversity
Intermediate · Course · 1 - 3 Months

Fundação Lemann
Skills you'll gain: Education Software and Technology, AI Personalization, Learning Management Systems, Digital pedagogy, Data Analysis Software, User Accounts, Innovation
Mixed · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: English Language, Product Planning, Business Planning, Financial Analysis, New Product Development, Budgeting, Marketing Planning, Management Reporting, Business Communication, Business Writing, Presentations, Project Documentation
Mixed · Course · 1 - 3 Months

DeepLearning.AI
Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, LLM Application, Prompt Engineering, Model Deployment, Python Programming, Applied Machine Learning, Scalability, Natural Language Processing, Responsible AI, Machine Learning, Model Evaluation, Reinforcement Learning
Intermediate · Course · 1 - 4 Weeks