Mathematics for Machine Learning Courses
Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.
Popular Mathematics for Machine Learning Courses and Certifications
Status: PreviewUniversity of Amsterdam
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, General Mathematics
Status: PreviewAlfaisal University | KLD
Skills you'll gain: Knowledge Transfer, Organizational Leadership, Willingness To Learn, Organizational Change, Organizational Effectiveness, Competitive Intelligence, Innovation, Employee Engagement, Learning Strategies, Market Share, Business Strategy, Case Studies
Status: PreviewUniversity of Illinois Urbana-Champaign
Skills you'll gain: Differentiated Instruction, Teaching, Instructional Strategies, Literacy, Pedagogy, Oral Expression, Education Software and Technology, Learning Strategies, Multimedia, Cultural Diversity, Language Learning, Digital Communications, Writing, Non-Verbal Communication
Status: PreviewStarweaver
Skills you'll gain: Procurement, Strategic Sourcing, Purchasing, Sustainable Business, Governmental Accounting, Supplier Management, Corporate Sustainability, Business Risk Management, Public Administration, Governance, Digital Transformation, Request For Quotation (RFQ), Risk Management, Supply Chain, Business Ethics, Request for Proposal, Public Policies, Supplier Relationship Management, Regulatory Compliance, Stakeholder Engagement
Status: Free TrialDuke University
Skills you'll gain: Pandas (Python Package), MLOps (Machine Learning Operations), NumPy, Data Manipulation, Software Testing, Data Import/Export, Test Automation, Python Programming, Debugging, Data Structures, Machine Learning, Object Oriented Programming (OOP), Scripting, Program Development, Numerical Analysis, Application Programming Interface (API), Command-Line Interface
Skills you'll gain: ChatGPT, Market Research, Market Analysis, Marketing, Prompt Engineering, Language Interpretation, Translation, and Studies, Generative AI, Content Marketing
Status: Free TrialAutomatic Data Processing, Inc. (ADP)
Skills you'll gain: Data Collection, Data Visualization, Data-Driven Decision-Making, Microsoft Excel, Project Management, Data Analysis, Compensation and Benefits, Google Sheets, Timelines, Data Cleansing, Agile Methodology, Employee Surveys, Focus Group
Status: Free TrialVanderbilt University
Skills you'll gain: Android Studio, Android Development, Object Oriented Programming (OOP), Java Programming, Java, Mobile Development, Data Structures, Integrated Development Environments, Computer Programming, Debugging, Algorithms
Status: Free TrialKhalifa University
Skills you'll gain: Oral Comprehension, Vocabulary, Language Competency, Grammar, Language Learning
Status: PreviewUniversity of Cape Town
Skills you'll gain: Climate Change Adaptation, Research, Program Evaluation, Community Development, Sustainable Development, Communication, Systems Thinking, Research Methodologies, Policy Development, Collaboration
Status: NewStatus: PreviewAI CERTs
Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Data Pipelines, Real Time Data, No-Code Development, Applied Machine Learning, Machine Learning, Data Analysis, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Program Evaluation, Data Processing, Data Collection
Status: Free TrialUniversity of California, Irvine
Skills you'll gain: English Language, Grammar, Language Learning
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In summary, here are 10 of our most popular mathematics for machine learning courses
- Logic for Economists: University of Amsterdam
- كيفية بناء منظمة متعلمة|How to Build a Learning Organization: Alfaisal University | KLD
- Multimodal Literacies: Communication and Learning in the Era of Digital Media : University of Illinois Urbana-Champaign
- Procurement for Governments: Starweaver
- Python Essentials for MLOps: Duke University
- ChatGPT for Beginners: Using AI for Market Research: Coursera
- Essential Skills for Comp & Benefits Professionals: Automatic Data Processing, Inc. (ADP)
- Java for Android: Vanderbilt University
- Arabic for Beginners: Arabic in the Workplace: Khalifa University
- Research for Impact: University of Cape Town
