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.

Skills you'll gain: Google Cloud Platform, Dataflow, Data Pipelines, Data Import/Export, Feature Engineering, Data Lakes, Model Deployment, Real Time Data, Dashboard Creation, Apache Kafka, Tensorflow, Data Governance, Data Warehousing, Apache Spark, Dashboard, Data Infrastructure, Data Architecture, Big Data, Extract, Transform, Load, Unstructured Data
★ 4.3 (82) · Intermediate · Specialization · 3 - 6 Months
Madecraft
Skills you'll gain: Pivot Tables And Charts, Microsoft Excel, Cash Flow Forecasting, Excel Formulas, Financial Modeling, Cash Management, Spreadsheet Software, Financial Forecasting, Financial Reporting, Financial Data, Accounting and Finance Software, Cash Flows, Finance, Forecasting, Dashboard Creation, Business Reporting, Financial Analysis, Management Reporting, Data Analysis, Business Operations
Beginner · Course · 1 - 3 Months

JetBrains
Skills you'll gain: Kotlin, Java Programming, Java, IntelliJ IDEA, Android Development, Mobile Development, Object Oriented Programming (OOP), Integrated Development Environments, Functional Design, Interoperability, Computer Programming, Programming Principles, Scripting, Unit Testing, Software Development, Development Environment, Code Review
★ 4.7 (2.1K) · Intermediate · Course · 1 - 3 Months

AI CERTs
Skills you'll gain: Data Analysis, Data Literacy, Data-Driven Decision-Making, Image Analysis, AI Integrations, Health Technology, Diagnostic Tests, Treatment Planning, Care Management, Clinical Practices
★ 4.3 (9) · Beginner · Course · 1 - 3 Months

Multiple educators
Skills you'll gain: Oral Expression, Spanish Language, Business Communication, Business Correspondence, Telephone Skills, Strategic Leadership, Strategic Decision-Making, Communication, Discussion Facilitation, Verbal Communication Skills, Outbound Calls, Inbound Calls, Communication Strategies, Writing, Oral Comprehension, Active Listening, Grammar, Vocabulary
★ 4.7 (22) · Intermediate · Specialization · 3 - 6 Months

Berklee
Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing
★ 4.5 (84) · Intermediate · Course · 1 - 4 Weeks

Arizona State University
Skills you'll gain: Decision Making, Public Speaking, Problem Solving, Positivity, Lecturing, Presentations, Storytelling, Optimism, Communication, Verbal Communication Skills, Decisiveness, Complex Problem Solving, Oral Expression, Critical Thinking and Problem Solving, Communication Strategies, Empowerment, Growth Mindedness, Root Cause Analysis, Personal Development, Data Collection
★ 4.5 (241) · Beginner · Specialization · 3 - 6 Months

Skills you'll gain: PyTorch (Machine Learning Library), Fine-tuning, Convolutional Neural Networks, Deep Learning, Natural Language Processing, Embeddings, Hugging Face, Computer Vision, Supervised Learning, Classification Algorithms, Data Preprocessing, Predictive Modeling, Machine Learning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Statistical Methods, Probability & Statistics, Machine Learning Algorithms
★ 4.4 (2.1K) · Advanced · Specialization · 3 - 6 Months

Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Pipelines, Google Cloud Platform, Data Preprocessing, Model Training, Deep Learning, Data Processing, Model Optimization, Cloud Deployment, Machine Learning Methods, Applied Machine Learning, Data Transformation, Artificial Neural Networks
Intermediate · Course · 1 - 3 Months

Arizona State University
Skills you'll gain: Statistical Methods, Bayesian Statistics, Statistics, Probability & Statistics, Analytics, Data Storage Technologies, Exploratory Data Analysis, Data Store, Mathematical Software, Data Storage, Data Access, Database Software, Estimation, Machine Learning Methods, Data-Driven Decision-Making, Applied Machine Learning, Supervised Learning, Markov Model, Logistic Regression, Regression Testing
★ 4.3 (6) · Intermediate · Specialization · 3 - 6 Months

Khalifa University
Skills you'll gain: Oral Comprehension, Language Learning, Language Competency, Culture, Cultural Sensitivity, Vocabulary, Oral Expression, Grammar, Literacy
★ 5 (32) · Intermediate · Course · 1 - 4 Weeks

Packt
Skills you'll gain: Game Design, Video Game Development, Animation and Game Design, Software Design Documents, Software Design, Scripting, Scripting Languages, Program Development, 3D Modeling, Computer Graphics, Interactive Design, Programming Principles, User Interface (UI), Development Environment, Visual Design
Beginner · Course · 1 - 3 Months