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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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    Illinois Tech

    Project Management for Information Technology and Management

    Skills you'll gain: Project Scoping, Scope Management, Quality Management, Resource Planning, Project Risk Management, Stakeholder Management, Cost Management, Risk Management, Communication Strategies, Resource Allocation, Project Management, Cost Estimation, Project Management Life Cycle, Information Technology, Leadership Studies, Stakeholder Analysis, Timelines, Project Schedules, Human Resources Management and Planning, Procurement

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    GenAI for Execs & Business Leaders: Formulate Your Use Case

    Skills you'll gain: Prompt Engineering, AI Product Strategy, Generative AI, Risk Analysis, Risk Mitigation, IBM Cloud, AI Enablement, Brainstorming, LLM Application, New Business Development, Strategic Decision-Making

    4.7
    Rating, 4.7 out of 5 stars
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    118 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Fundamental Rights Impact Assessment for GenAI Projects

    Skills you'll gain: Responsible AI, Generative AI, Information Systems Security Assessment Framework (ISSAF), Data Ethics, Information Privacy, Regulatory Compliance, Compliance Management, Risk Analysis, Data Governance, Risk Mitigation, Prompt Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Board Infinity

    Static & Dynamic Analysis for Technical Testing

    Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Software Technical Review, Security Testing, Test Planning, Software Quality Assurance, Test Tools, White-Box Testing, Regression Testing

    Advanced · Course · 1 - 4 Weeks

  • A

    Amazon Web Services

    Skills for Working as an AWS Cloud Consultant

    Skills you'll gain: Professional Networking, Leadership Development, Relationship Building, Rapport Building, Business Consulting, Relationship Management, Consulting, Amazon Web Services, Technical Consulting, Continuous Improvement Process, Business Relationship Management, Project Management, Brand Management, Analysis, Active Listening, Requirements Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    62 reviews

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    Practical AI and prompting for finance professionals

    Skills you'll gain: Prompt Engineering, Generative AI, Sales Enablement, Financial Forecasting, AI Personalization, Sales, AI Product Strategy, AI Enablement, ChatGPT, Large Language Modeling, LLM Application, Risking, AI Workflows, Artificial Intelligence, Finance, Responsible AI, Ideation, Business Transformation, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design & Evaluate Logistics Systems for Supply Chains

    Skills you'll gain: Logistics Management, Supply Chain Systems, E-Commerce, Systems Thinking, Supply Chain Planning, Operational Analysis, Process Analysis, Operational Efficiency, Gap Analysis, Business Strategy

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 4 Weeks

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    Status: AI skills
    AI skills
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    Amazon Web Services

    AWS Generative AI and AI Agents with Amazon Bedrock

    Skills you'll gain: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation

    4.6
    Rating, 4.6 out of 5 stars
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    71 reviews

    Intermediate · Professional Certificate · 1 - 3 Months

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    Packt

    Designing Agentive Technology: AI for Human Support

    Skills you'll gain: Agentic systems, Human Computer Interaction, Interaction Design, User Experience Design, User Experience, Responsible AI, AI Product Strategy, Design Strategies, Human Centered Design, Data Ethics, Artificial Intelligence, Automation, Machine Learning, Technology Strategies, Emerging Technologies

    Intermediate · Course · 3 - 6 Months

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    Starweaver

    Cybersecurity Policy & Governance for Business Success

    Skills you'll gain: Cyber Governance, Continuous Improvement Process, Business Risk Management, Governance Risk Management and Compliance, Enterprise Risk Management (ERM), Governance, Risk Management, Audit Planning, Compliance Management, Cybersecurity, Key Performance Indicators (KPIs), Role-Based Access Control (RBAC), Performance Measurement, Regulatory Compliance, Auditing, ISO/IEC 27001, NIST 800-53, General Data Protection Regulation (GDPR)

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Computation and Visualization for Analytics Part 1

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Matplotlib, Data Preprocessing, Pandas (Python Package), Scatter Plots, Data Cleansing, Data Integration, Data Transformation, Big Data, Programming Principles, Python Programming

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    L&T EduTech

    CPS Design for Mechatronics, Healthcare, EV & Robotics

    Skills you'll gain: Embedded Systems, Robotics, Electronic Systems, PIC Microcontrollers, Automation, Control Systems, Medical Devices, Electric Power Systems, Hydraulics, Simulation and Simulation Software, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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

  • Project Management for Information Technology and Management: Illinois Tech
  • GenAI for Execs & Business Leaders: Formulate Your Use Case: IBM
  • Fundamental Rights Impact Assessment for GenAI Projects: Coursera
  • Static & Dynamic Analysis for Technical Testing: Board Infinity
  • Skills for Working as an AWS Cloud Consultant: Amazon Web Services
  • Practical AI and prompting for finance professionals: AI Business School
  • Design & Evaluate Logistics Systems for Supply Chains: EDUCBA
  • AWS Generative AI and AI Agents with Amazon Bedrock: Amazon Web Services
  • Designing Agentive Technology: AI for Human Support: Packt
  • Cybersecurity Policy & Governance for Business Success : Starweaver

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