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Math For Machine Learning Courses

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.


Popular Math For Machine Learning Courses and Certifications


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    EDUCBA

    Develop a Java Student Management System

    Skills you'll gain: User Interface (UI) Design, Java, Application Design, Application Development, Databases, Development Environment, Data Validation, Debugging, Program Development, Data Modeling, Transaction Processing, Maintainability

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    Internet of Things (IoT) Practitioner (Exam ITP-110)

    Skills you'll gain: Internet Of Things, PIC Microcontrollers, Cybersecurity, Wireless Networks, Information Systems Security, Information Privacy, Field-Programmable Gate Array (FPGA), Safety and Security, Cloud Services, Software Development, Power Electronics, Microarchitecture, Software Development Life Cycle, Basic Electrical Systems, Systems Development Life Cycle, Restful API, Electrical Wiring, Electrical Equipment, Electric Power Systems, Electrical Power

    Beginner · Specialization · 1 - 3 Months

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    Kennesaw State University

    Six Sigma Black Belt

    Skills you'll gain: Statistical Process Controls, Lean Six Sigma, Six Sigma Methodology, Lean Methodologies, Process Improvement, Team Management, Process Capability, Data Collection, Knowledge Transfer, Team Building, Statistical Hypothesis Testing, Meeting Facilitation, Continuous Improvement Process, Performance Measurement, Conflict Management, Process Analysis, Sampling (Statistics), Quality Control, Team Leadership, Statistics

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    Rating, 4.6 out of 5 stars
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    831 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Google

    Think Outside the Inbox: Email Marketing

    Skills you'll gain: Email Marketing, Campaign Management, Copywriting, Marketing Strategy and Techniques, Email Automation, Personally Identifiable Information, Digital Marketing, Marketing Automation, Newsletters, HubSpot CRM, Marketing Analytics, Promotional Strategies, Data Ethics, A/B Testing, Smart Goals, Customer Retention, Key Performance Indicators (KPIs), Goal Setting

    4.8
    Rating, 4.8 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Building and Managing High-Performance Teams

    Skills you'll gain: Meeting Facilitation, Conflict Management, Team Management, Performance Management, Teamwork, Communication, Constructive Feedback, Data-Driven Decision-Making, Decision Making, Leadership, Influencing, Innovation, Goal Setting, Coaching

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Spring System Design in Practice

    Skills you'll gain: Restful API, Spring Framework, Microservices, Cloud Deployment, API Design, Spring Boot, OAuth, System Design and Implementation, Java, Systems Design, Service Oriented Architecture, Software Design, Performance Tuning, Authentications, Web Design and Development, Sprint Planning, NoSQL, SQL, Databases, Product Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Jira Project Configuration and Visibility

    Skills you'll gain: Jira (Software), Configuration Management, Issue Tracking, Project Management Software, Stakeholder Communications, System Configuration, Governance, Project Coordination, Dashboard, Stakeholder Management, Kanban Principles, Process Improvement, Organizational Skills

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Microsoft Windows 10 Pro - Hands-On Training

    Skills you'll gain: Group Policy, Network Administration, TCP/IP, Application Deployment, Command-Line Interface

    Intermediate · Course · 3 - 6 Months

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    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Risk Analysis, Finance

    4.8
    Rating, 4.8 out of 5 stars
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    1.9K reviews

    Beginner · Course · 1 - 3 Months

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    Intuit

    Tracking assets and sales

    Skills you'll gain: Inventory Accounting, Inventory Control, Fixed Asset, Depreciation, Property Accounting, Lease Contracts, Asset Management, Bookkeeping, Accounting, Financial Statements, Balance Sheet, Income Statement

    4.4
    Rating, 4.4 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    AI Agents: Multi-Agent Design & Governance

    Skills you'll gain: Responsible AI, AI Workflows, AI Orchestration, Agentic systems, Generative AI Agents, Artificial Intelligence, Coordination, AI Security, Data Ethics, Governance, Systems Architecture, Software Architecture, Scalability, Regulatory Compliance, Communication Strategies, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Analyze Logs: Fix LLM Hallucinations

    Skills you'll gain: Technical Communication, LLM Application, Debugging, Anomaly Detection, Root Cause Analysis, Pandas (Python Package), Business Metrics, Data Analysis Expressions (DAX), Data Analysis, Analysis, Data Processing, Data Manipulation, Performance Metric, Generative AI, Customer Retention, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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

  • Develop a Java Student Management System: EDUCBA
  • Internet of Things (IoT) Practitioner (Exam ITP-110): CertNexus
  • Six Sigma Black Belt: Kennesaw State University
  • Think Outside the Inbox: Email Marketing: Google
  • Building and Managing High-Performance Teams: Packt
  • Spring System Design in Practice: Packt
  • Jira Project Configuration and Visibility: Coursera
  • Microsoft Windows 10 Pro - Hands-On Training: Packt
  • An Intuitive Introduction to Probability: University of Zurich
  • Tracking assets and sales: Intuit

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