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  • Math For Machine Learning

Math For Machine Learning Courses

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.

Popular Math For Machine Learning Courses and Certifications


  • U

    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms

    ★ 4.6 (76) · Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    Generative AI for HR Professionals

    Skills you'll gain: HR Tech, AI Enablement, Human Resources, Technical Communication, LLM Application, Human Resource Strategy, Technical Documentation, AI Personalization, Prompt Engineering, Generative AI, People Analytics, Persona Development, Interviewing Skills, Program Standards, Job Evaluation, Performance Review, Consolidation, Focus Group, Verification And Validation, Analysis

    ★ 4.8 (58) · Beginner · Course · 1 - 4 Weeks

  • C

    Cisco Learning and Certifications

    Using APIs for Network Automation

    Skills you'll gain: Postman API Platform, Restful API, Authentications, Application Programming Interface (API), Scripting, JSON, Extensible Languages and XML, IT Automation, Extensible Markup Language (XML), API Testing, Network Protocols, YAML, Network Monitoring, Automation, Network Engineering, Scripting Languages, Python Programming, Real Time Data

    ★ 4.6 (35) · Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    MySQL-for-Data-Engineering

    Skills you'll gain: MySQL, Bash (Scripting Language), Scripting, Database Management, Relational Databases, Shell Script, Database Administration, Command-Line Interface, Operational Databases, SQL, Databases, Data Import/Export, Database Application, Data Pipelines, Data Manipulation, Python Programming, Data Processing, Linux

    ★ 4.2 (13) · Beginner · Guided Project · Less Than 2 Hours

  • I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    ★ 4.4 (132) · Intermediate · Course · 1 - 4 Weeks

  • I

    IBM

    SQL for Data Science with R

    Skills you'll gain: Database Design, Relational Databases, SQL, Database Development, Databases, R Programming, R (Software), Data Science, Query Languages, Data Access, Data Manipulation, Data Analysis

    ★ 4.4 (192) · Beginner · Course · 1 - 3 Months

  • F

    Fundação Instituto de Administração

    Data Analysis for Business

    Skills you'll gain: Data Visualization, Data Presentation, Business Analytics, Regression Analysis, Descriptive Statistics, Data Analysis, Data-Driven Decision-Making, Statistical Inference, Statistical Methods, Data Strategy, Analytics, Strategic Decision-Making, Statistical Analysis, Data Science, Probability & Statistics, Statistical Hypothesis Testing, Statistical Modeling, Correlation Analysis

    ★ 4.6 (29) · Intermediate · Course · 1 - 3 Months

  • A

    AI Business School

    AI for Management & Management support

    Skills you'll gain: Agentic Workflows, Prompt Engineering, Agentic systems, AI Workflows, Prompt Engineering Tools, Generative AI, AI literacy, Sales, Sales Enablement, Large Language Modeling, ChatGPT, Generative AI Agents, AI Enablement, AI Personalization, Productivity, LLM Application, Innovation, Operational Efficiency, Artificial Intelligence, Ideation

    ★ 4.6 (24) · Beginner · Specialization · 1 - 3 Months

  • U

    University of Michigan

    Using Public Policy for Social Change

    Skills you'll gain: Policy Analysis, Policy Development, Social Justice, Advocacy, Public Policies, Political Sciences, Health Policy, Social and Human Services, Social Impact, Economics, Policy, and Social Studies, Program Evaluation, Community and Social Work, Public Administration, Case Studies, Diversity Equity and Inclusion Initiatives, Research, Persuasive Communication, Problem Solving

    ★ 4.9 (184) · Beginner · Course · 1 - 4 Weeks

  • J

    John Wiley & Sons

    Advanced Financial Planning for Forecasting and Valuation

    Skills you'll gain: Operating Expense, Mergers & Acquisitions, Business Valuation, Operating Cost, Financial Forecasting, Working Capital, Capital Expenditure, Financial Management, Revenue Management, Expense Management, Cash Flow Forecasting, Financial Analysis, Business Planning, Accounts Payable and Receivable, Growth Strategies, Financial Planning, Revenue Forecasting, Corporate Finance, Accounts Receivable, Risk Management

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Ruby Scripting for DevOps

    Skills you'll gain: Ruby (Programming Language), Scripting Languages, Scripting, Devops Tools, DevOps, Computer Programming Tools

    ★ 4.5 (24) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Generative AI, AI Enablement, Compliance Management, AI Integrations, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.7 (9) · Intermediate · Course · 1 - 4 Weeks

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In summary, here are 10 of our most popular math for machine learning courses

  • AI for Energy and Biomedical Applications: University of Michigan
  • Generative AI for HR Professionals: Vanderbilt University
  • Using APIs for Network Automation: Cisco Learning and Certifications
  • MySQL-for-Data-Engineering: Duke University
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • SQL for Data Science with R: IBM
  • Data Analysis for Business: Fundação Instituto de Administração
  • AI for Management & Management support: AI Business School
  • Using Public Policy for Social Change: University of Michigan
  • Advanced Financial Planning for Forecasting and Valuation: John Wiley & Sons

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