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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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    University of Maryland, College Park

    Cybersecurity: Overlooked Threats to Your Strategy

    Skills you'll gain: Cybersecurity, Cyber Security Strategy, Threat Modeling, Cyber Security Policies, Cyber Attacks, Cyber Risk, Legal Risk, Security Awareness, Information Systems Security, Human Factors (Security), Computer Security, Public Safety and National Security, Infrastructure Security, Data Security, Risk Management

    Beginner · Course · 1 - 3 Months

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    Coursera

    Uncover Product Insights: Analyze Engagement Metrics

    Skills you'll gain: Statistical Reporting, Web Analytics, Statistical Process Controls, Data Analysis, Statistical Analysis, Strategic Decision-Making, Analytics, Statistical Methods, Business Metrics, Performance Metric, Performance Analysis, Anomaly Detection, Descriptive Analytics, Customer Engagement, Benchmarking

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Pennsylvania

    The Business of Health Care

    Skills you'll gain: People Management, Financial Reporting, Financial Acumen, Financial Data, Financial Statements, Social Determinants Of Health, Managed Care, Operations Management, Income Statement, Employee Performance Management, Financial Analysis, Leadership and Management, Health Systems, Health Care Administration, Innovation, Value-Based Care, Process Improvement and Optimization, Decision Making, Health Care Procedure and Regulation, Insurance

    4.6
    Rating, 4.6 out of 5 stars
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    2K reviews

    Beginner · Specialization · 3 - 6 Months

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    Logical Operations

    R Programming: Conditionals, Loops, Functions, and Packages

    Skills you'll gain: R Programming, Maintainability, Package and Software Management, R (Software), Programming Principles, Statistical Programming, Computer Programming, Data Structures, Software Development, Data Science, Computer Programming Tools, Data Analysis

    Mixed · Course · 1 - 4 Weeks

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    Logical Operations

    Effective Management

    Skills you'll gain: Team Management, Team Leadership, Leadership and Management, People Management, Team Building, Staff Management, Team Motivation, Teamwork, Delegation Skills, Conflict Management, Leadership, Communication, Problem Solving, Interpersonal Communications, Leadership Development, Business Leadership, Employee Coaching, Creative Problem-Solving, Coaching, Personal Development

    Mixed · Course · 1 - 3 Months

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    Coursera

    Salesforce Agents: Building AI-Powered Automations

    Skills you'll gain: Salesforce, Business Process Automation, Agentic Workflows, Generative AI Agents, AI Enablement, Salesforce Development, Automation, AI Product Strategy, Business Workflow Analysis, Process Optimization, Responsible AI, Customer experience improvement, Case Studies, Scalability, Organizational Change, Performance Measurement

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    ITIL 4 Awareness

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, IT Management, Managed Services, Technical Services, Information Technology, Information Technology Operations, Service Improvement, Operations Management, Asset Management, Operations

    Mixed · Course · 1 - 4 Weeks

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    Logical Operations

    ITIL 4 Foundation

    Skills you'll gain: Information Technology Infrastructure Library, Problem Management, IT Service Management, Service Management, IT Management, Change Control, Information Technology Operations, Information Technology, Service Level, Operations Management, Technical Support and Services, Incident Management, Governance, Technical Management, Help Desk Support, Asset Management, Operations, Automation

    Beginner · Specialization · 1 - 3 Months

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    Microsoft

    Power BI Fundamentals and Data Modeling

    Skills you'll gain: Team Management, Governance

    Intermediate · Course · 1 - 3 Months

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    Amazon Web Services

    AWS Fundamentals Lab Series

    Skills you'll gain: Amazon CloudWatch, Cloud Infrastructure, Cloud Management, Amazon Web Services, Amazon S3, Cloud Computing, Data Migration, Cloud Security, Virtual Networking, Virtual Private Networks (VPN), MySQL, Systems Administration, Database Management, Network Security, Resource Management, Performance Analysis

    Beginner · Course · 1 - 3 Months

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    Logical Operations

    R Programming: Setup and Data Processing

    Skills you'll gain: R (Software), Data Processing, R Programming, Data Manipulation, Data Structures, Statistical Programming, Data Analysis, Data Analysis Software, Software Installation, Data Science, Development Environment, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 4 Weeks

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    U

    University of Illinois Urbana-Champaign

    Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud

    Skills you'll gain: Big Data, Apache Spark, Apache Hadoop, Apache Mahout, Distributed Computing, Data Storage, Data Processing, NoSQL, Apache Kafka, Real Time Data, Cloud Computing, Databases, Analytics, Deep Learning, Scalability, Machine Learning Algorithms, Graph Theory, Machine Learning

    4.3
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    Mixed · Course · 1 - 3 Months

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

  • Cybersecurity: Overlooked Threats to Your Strategy: University of Maryland, College Park
  • Uncover Product Insights: Analyze Engagement Metrics: Coursera
  • The Business of Health Care: University of Pennsylvania
  • R Programming: Conditionals, Loops, Functions, and Packages: Logical Operations
  • Effective Management: Logical Operations
  • Salesforce Agents: Building AI-Powered Automations: Coursera
  • ITIL 4 Awareness: Logical Operations
  • ITIL 4 Foundation: Logical Operations
  • Power BI Fundamentals and Data Modeling: Microsoft
  • AWS Fundamentals Lab Series: Amazon Web Services

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