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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


  • K

    Kennesaw State University

    Branding for Differential Advantage with Jagdish Sheth

    Skills you'll gain: Branding, Brand Marketing, Brand Strategy, Brand Management, Brand Loyalty, Value Propositions, Product Lining, Promotional Strategies, Competitive Analysis, Cost Reduction

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Google AI Essentials

    Skills you'll gain: Prompt Patterns, Google Gemini, Generative AI, AI literacy, Risking, Model Training, Technology Roadmaps, AI Integrations, Google Sheets, Critical Thinking, Innovation

    4.8 stars, 25K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.8 (25K) · Beginner · Specialization · 3 - 6 Months

    Status: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • G

    Google Cloud

    Managing Google Cloud's Apigee API Platform for Hybrid Cloud

    Skills you'll gain: API Gateway, Cloud API, Application Programming Interface (API), Kubernetes, Google Cloud Platform, Hybrid Cloud Computing, Application Performance Management, Capacity Management, Istio, Cloud Platforms, Scalability, Application Security, Cloud-Native Computing, API Testing, Security Controls, System Monitoring, Apache Cassandra, Application Deployment, Patch Management, Package and Software Management

    4.6 stars, 58 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    ManyChat for Beginners: Automate Instagram Lead Generation

    Skills you'll gain: Instagram, Email Marketing, Email Automation, Lead Generation, Marketing Automation, Make.com, Digital Marketing Tools, Google Sheets, Social Media, Gmail

    Beginner · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • K

    Kennesaw State University

    The Define Phase for the 6 σ Black Belt

    Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Lean Methodologies, Process Analysis, Analysis, Process Improvement, Business Analysis Tools, Project Documentation, Quality Improvement, Customer Insights, Quality Assessment, Customer Analysis, Continuous Quality Improvement (CQI), Quality Management, Project Management, Project Scoping, Project Planning

    4.3 stars, 117 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.3 (117) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Exploratorium

    Exploring Light: Hands-on Activities and Strategies for Teachers

    Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Laboratory Experience, Learning Strategies, Constructive Feedback, Experimentation, Science and Research, Physics, Scientific Methods, Investigation

    4.8 stars, 57 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.8 (57) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • 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

    Category: New
    New
    Category: Preview
    Preview
  • C

    Coursera

    Promptly for Beginners: Build a Generative AI App

    Skills you'll gain: Generative AI, No-Code Development, Prompt Engineering Tools, AI literacy, LLM Application, Personalized Campaigns, Prompt Engineering, Application Development, Social Media Campaigns, Marketing Automation, ChatGPT, Social Media Content, Content Development and Management, Product Improvement, Automation

    4 stars, 21 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4 (21) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    C# Advanced Projects for Web and Enterprise Applications

    Skills you'll gain: Secure Coding, .NET Framework, Data Validation, Business Logic, Database Design, Web Development, Database Development, C# (Programming Language), Verification And Validation, Relational Databases, Databases, Billing & Invoicing, User Interface (UI), Billing, System Testing, Database Application, Development Testing, Software Testing, Application Design, Web Design and Development

    Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    SQL for Data Science (and Version Control with GitHub)

    Skills you'll gain: SQL, Database Design, Database Management, Data Analysis, Relational Databases, Data Cleansing, Data Transformation, Version Control, Data Manipulation, Query Languages, AI Integrations, Analytics, GitHub, Analysis, Software Versioning, Git (Version Control System), Performance Tuning, Data Integrity

    3.9 stars, 23 reviews, Beginner, Course, 1 - 3 Months

    ★ 3.9 (23) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Skillshare

    Design Theory Principles for Print and Digital Applications

    Skills you'll gain: User Interface (UI), User Interface (UI) Design, Responsive Web Design, User Interface and User Experience (UI/UX) Design, User Experience Design, Digital Design, Web Design, Graphic and Visual Design, User Experience, Motion Graphics, Adobe XD, Interactive Design, No-Code Development, Graphic Design, Color Matching, Prototyping, Layout Design, Visual Design, Graphic and Visual Design Software, Design

    5 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 5 (6) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze Data Using R for Statistical and Predictive Modeling

    Skills you'll gain: Data Visualization, Statistical Analysis, Predictive Modeling, Advanced Analytics, R (Software), R Programming, Statistical Methods, Data Manipulation, Business Analytics, Data Analysis, Predictive Analytics, Analysis, Probability & Statistics, Analytics, Analytical Skills, Statistical Modeling, Data Analysis Software, Regression Analysis, Statistical Programming, Time Series Analysis and Forecasting

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
1…298299300…834

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

  • Branding for Differential Advantage with Jagdish Sheth: Kennesaw State University
  • Google AI Essentials: Google
  • Managing Google Cloud's Apigee API Platform for Hybrid Cloud: Google Cloud
  • ManyChat for Beginners: Automate Instagram Lead Generation: Coursera
  • The Define Phase for the 6 σ Black Belt: Kennesaw State University
  • Exploring Light: Hands-on Activities and Strategies for Teachers: Exploratorium
  • Advanced Negotiation Strategies for Procurement Leaders: Coursera
  • Promptly for Beginners: Build a Generative AI App: Coursera
  • C# Advanced Projects for Web and Enterprise Applications: EDUCBA
  • SQL for Data Science (and Version Control with GitHub): Coursera

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