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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


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    Logical Operations

    Microsoft Access for Office 365: Part 3

    Skills you'll gain: Microsoft Access, Database Management, Excel Macros, Microsoft 365, Database Development, Database Administration, Database Architecture and Administration, Data Maintenance, Microsoft Windows, Database Software, Databases, Relational Databases, Query Languages, Database Design, Data Entry, Microsoft Office, Data Presentation, Productivity Software, Scripting, User Interface (UI)

    Mixed · Course · 1 - 3 Months

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    Niel Asher Education

    Olympic Lifting Fundamentals for Strength and Power

    Skills you'll gain: Lifting Ability, Injury Prevention, Exercise Science, Athletic Training, Coaching, Train The Trainer, Physical Stamina, Goal Setting, Safety Standards, Mobility Assistance, Mechanics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    DynaTrace Masterclass – The Complete Guide for Beginners

    Skills you'll gain: System Monitoring, Application Performance Management, DevOps, CI/CD, Cloud Management, Transaction Processing, Continuous Monitoring, Multi-Cloud, Hybrid Cloud Computing, Role-Based Access Control (RBAC), Dependency Analysis, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Automated Financial Reporting

    Skills you'll gain: Prompt Engineering, Large Language Modeling, LLM Application, Google Gemini, Generative AI, AI Enablement, Financial Reporting, Anomaly Detection, OpenAI, ChatGPT, Auditing, Business Process Automation, Financial Analysis, Data Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    24 reviews

    Beginner · Course · 1 - 4 Weeks

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    LearnKartS

    Essential Skills for First-Time Managers

    Skills you'll gain: Negotiation, Conflict Management, Teamwork, Workplace inclusivity, Diversity and Inclusion, Stress Management, Emotional Intelligence, Collaboration, Team Management, Communication, Team Leadership, Productivity, Social Skills, Ethical Standards And Conduct, Strategic Prioritization, Workplace Bullying Intervention, Compliance Management, Overcoming Obstacles, Mental Health, Dealing With Ambiguity

    4.8
    Rating, 4.8 out of 5 stars
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    481 reviews

    Beginner · Specialization · 3 - 6 Months

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    Imperial College London

    Statistical Analysis with R for Public Health

    Skills you'll gain: Logistic Regression, Analytical Skills, Correlation Analysis, Regression Analysis, Sampling (Statistics), Statistical Hypothesis Testing, Data Literacy, Data Analysis, R Programming, Descriptive Statistics, Statistical Modeling, Biostatistics, Model Evaluation, Exploratory Data Analysis, Statistical Analysis, R (Software), Statistics, Statistical Methods, Data Wrangling, Public Health

    4.7
    Rating, 4.7 out of 5 stars
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    2.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of California, Irvine

    Diversity and Inclusion for HR Professionals

    Skills you'll gain: Diversity Equity and Inclusion Initiatives, Diversity and Inclusion, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness, Cultural Diversity, Human Resources, Human Resource Strategy, Employee Engagement, Ideation, Decision Making, Recruitment, Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    241 reviews

    Beginner · Course · 1 - 4 Weeks

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    Michigan State University

    Concept Art for Video Games

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphics, Video Game Development, Adobe Photoshop, Animation and Game Design, Conceptual Design, Graphic and Visual Design, Data Import/Export, Design Elements And Principles

    4.6
    Rating, 4.6 out of 5 stars
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    113 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management, Governance Risk Management and Compliance, Data Ethics, Generative AI, Risk Modeling, AI Enablement, Compliance Management, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Developing Innovative Ideas for Product Leaders

    Skills you'll gain: New Product Development, Innovation, Market Opportunities, Ideation, Entrepreneurship, Product Management, Corporate Strategy, Customer Analysis, Competitive Analysis, Market Analysis, Initiative and Leadership, Target Market, Business Strategy, Value Propositions

    4.4
    Rating, 4.4 out of 5 stars
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    233 reviews

    Beginner · Course · 1 - 4 Weeks

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    Illinois Tech

    Information Technology Fundamentals for Everyone

    Skills you'll gain: Linux, Cloud-Native Computing, Network Security, Linux Administration, Cloud Computing, Amazon Web Services, Infrastructure as Code (IaC), Cloud Computing Architecture, Network Troubleshooting, Operating System Administration, Cloud Platforms, Cloud Storage, Linux Commands, Software-Defined Networking, User Accounts, Cloud Infrastructure, Network Monitoring, Threat Modeling, Cloud Services, Data Infrastructure

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    81 reviews

    Beginner · Specialization · 3 - 6 Months

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    Codio

    Unix and Bash for Beginners

    Skills you'll gain: Package and Software Management, User Accounts, Unix Commands, Unix, Bash (Scripting Language), Command-Line Interface, Kubernetes, Git (Version Control System), GitHub, OS Process Management, Firewall, Ubuntu, Docker (Software), Containerization, Network Monitoring, Unix Shell, File Systems, Shell Script, TCP/IP, Version Control

    4
    Rating, 4 out of 5 stars
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    112 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Microsoft Access for Office 365: Part 3: Logical Operations
  • Olympic Lifting Fundamentals for Strength and Power: Niel Asher Education
  • DynaTrace Masterclass – The Complete Guide for Beginners: Coursera
  • GenAI for Automated Financial Reporting: Coursera
  • Essential Skills for First-Time Managers: LearnKartS
  • Statistical Analysis with R for Public Health: Imperial College London
  • Diversity and Inclusion for HR Professionals: University of California, Irvine
  • Concept Art for Video Games: Michigan State University
  • GenAI for Risk Management Essentials: Coursera
  • Developing Innovative Ideas for Product Leaders: University of Maryland, College Park

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