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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


  • C

    Coursera

    Design Robust Data Models for Analytics

    Skills you'll gain: Star Schema, Snowflake Schema, Data Warehousing, Data Modeling, Database Design, Data Architecture, Performance Tuning, Model Optimization, Business Analytics, Performance Measurement, Performance Metric, Business Metrics, Descriptive Analytics, Business Reporting

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Advanced Negotiation Strategies for Procurement Leaders

    Skills you'll gain: Procurement, Strategic Sourcing, Contract Negotiation, Negotiation, Supplier Management, Purchasing, Supplier Relationship Management, Supplier Performance Management, Proposal Development, Cost Estimation, Excel Formulas, Cost Reduction, Cost Benefit Analysis, Microsoft Excel, Data-Driven Decision-Making, Risk Management, Service Level

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Business Strategies for A Better World

    Skills you'll gain: Social Impact, Demography, Sustainable Business, Return On Investment, Market Trend, Environmental Social And Corporate Governance (ESG), Corporate Sustainability, Trend Analysis, Entrepreneurship, Business Strategies, Sustainable Development, Feasibility Studies, Solution Delivery, International Relations, Business Ethics, Case Studies, International Finance, Risk Control, Compliance Management, Governance

    ★ 4.7 (1.8K) · Beginner · Specialization · 3 - 6 Months

  • T

    The Chinese University of Hong Kong

    Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Debugging, Mathematical Modeling, Operations Research, Model Evaluation, Applied Mathematics, Combinatorics, Computational Logic, Code Reusability, Algorithms

    ★ 4.9 (142) · Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Cybersecurity Analysts

    Skills you'll gain: Cyber Security Assessment, Responsible AI, Cybersecurity, AI Integrations, Threat Detection, Incident Response, AI Security, AI literacy, Generative AI, Security Testing, Risking

    ★ 4.9 (28) · Intermediate · Course · 1 - 4 Weeks

  • S

    Scrum Alliance

    AI for Product Owners

    Skills you'll gain: AI Product Strategy, Responsible AI, Prompt Engineering, User Story, Data Ethics, Prompt Engineering Tools, Agile Product Development, AI Enablement, Agile Methodology, Scrum (Software Development), Backlogs, AI Integrations, Artificial Intelligence, AI Workflows, Product Requirements, Product Management, Product Strategy, Customer experience improvement, Estimation

    ★ 3.5 (6) · Beginner · Course · 1 - 3 Months

  • G

    Google

    Assess for Success: Marketing Analytics and Measurement

    Skills you'll gain: Media Planning, Spreadsheet Software, A/B Testing, Return On Investment, Marketing Analytics, Key Performance Indicators (KPIs), Google Analytics, Campaign Management, Pivot Tables And Charts, Marketing Effectiveness, Marketing Planning, Data-Driven Marketing, Performance Measurement, Digital Marketing Campaigns, Digital Marketing, Data Presentation, Paid media, Data Visualization, Google Ads, Marketing Budgets

    ★ 4.6 (2.3K) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Apply SPSS Fundamentals for Data Analysis

    Skills you'll gain: Data Transformation, SPSS (Software), SPSS, Statistical Visualization, Statistical Analysis, Data Manipulation, Data Wrangling, Data Visualization Software, Data Processing, Data Analysis, Statistical Software, Data Import/Export, Descriptive Statistics, Data Analysis Software, Graphing

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

  • J

    Johns Hopkins University

    Artificial Intelligence for Breast Cancer Detection

    Skills you'll gain: Mammography, Model Evaluation, Model Training, Artificial Intelligence, Bayesian Network, Image Analysis, AI Product Strategy, Machine Learning Methods, Oncology, Artificial Neural Networks, Medical Imaging, Machine Learning, Applied Machine Learning, Deep Learning, Epidemiology

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

  • C

    Coursera

    Copy.AI for Beginners: Generate texts for various use cases

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Workflow Management, AI powered creativity, Generative AI, AI Workflows, Content Creation, Branding, Artificial Intelligence, Content Management

    Beginner · Guided Project · Less Than 2 Hours

  • J

    John Wiley & Sons

    Data Systems Foundations for Data Professionals

    Skills you'll gain: Database Systems, Database Management, Database Administration, Relational Databases, Databases, Database Architecture and Administration, Database Management Systems, Database Software, Database Theory, Transaction Processing, Scripting, Scripting Languages, Disaster Recovery, SQL, Data Security, NoSQL, Data Manipulation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • A

    AI CERTs

    Blockchain for Leaders

    Skills you'll gain: Blockchain, Business Leadership, FinTech, Business Transformation, Strategic Leadership, Leadership, Supply Chain, Emerging Technologies, Regulation and Legal Compliance, Supply Chain Management, Legal Risk, Business Ethics, Business, Compliance Management, Business Planning, Cryptography, Cloud Computing, Distributed Computing, Cloud Computing Architecture, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

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

  • Design Robust Data Models for Analytics: Coursera
  • Advanced Negotiation Strategies for Procurement Leaders: Coursera
  • Business Strategies for A Better World: University of Pennsylvania
  • Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • GenAI for Cybersecurity Analysts: Coursera
  • AI for Product Owners: Scrum Alliance
  • Assess for Success: Marketing Analytics and Measurement: Google
  • Apply SPSS Fundamentals for Data Analysis: EDUCBA
  • Artificial Intelligence for Breast Cancer Detection: Johns Hopkins University
  • Copy.AI for Beginners: Generate texts for various use cases: Coursera

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