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  • Math For Machine Learning

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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    Alex Genadinik

    Stop Procrastination - Avoid Self Sabotage With Good Habits

    Skills you'll gain: Productivity, Self-Motivation, Time Management, Student Support and Services, Prioritization, Overcoming Obstacles, Self-Discipline, Self-Awareness, Goal Setting, Behavior Management, Biology, Mental Health

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Creative Content Creation Toolkit

    Skills you'll gain: Canva (Software), Social Media Content, Social Media Campaigns, Content Creation, Visual Design, Social Media Marketing, Generative AI, Video Production, Content Marketing, Graphic Design, Video Editing, ChatGPT, Marketing Design, AI Workflows, Prompt Engineering, Content Strategy, Animations, Storytelling, Branding, Responsible AI

    4.4
    Rating, 4.4 out of 5 stars
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    351 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Vanderbilt University

    AI Agents and Agentic AI with Python & Generative AI

    Skills you'll gain: Generative AI Agents, AI Workflows, AI Orchestration, Agentic systems, LLM Application, Tool Calling, OpenAI, Prompt Engineering, Application Development, Software Documentation, File Management

    4.6
    Rating, 4.6 out of 5 stars
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    377 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Apache Airflow Best Practices

    Skills you'll gain: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Professional HRM Mastery

    Skills you'll gain: Succession Planning, Performance Appraisal, Responsible AI, Negotiation, Human Resource Strategy, Culture Transformation, Applicant Tracking Systems, Performance Review, Talent Management, Strategic Leadership, Employee Engagement, Business Transformation, Organizational Development, Conflict Management, Employee Retention, Compensation Management, Workforce Planning, Performance Management, Generative AI, Employee Onboarding

    4.5
    Rating, 4.5 out of 5 stars
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    983 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Coursera

    Applied Financial Analysis

    Skills you'll gain: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making

    Intermediate · Specialization · 3 - 6 Months

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    Logical Operations

    Project Management: Applying Predictive and Adaptive Methods

    Skills you'll gain: Cost Management, Project Risk Management, Project Schedules, Project Closure, Cost Estimation, Project Performance, Project Management, Project Scoping, Project Planning, Scope Management, Team Leadership, Sprint Planning, Agile Project Management, Vendor Management, Change Control, Communication Planning, Sprint Retrospectives, Leadership, Conflict Management, Leadership Development

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Foundations of Micro850 PLC Programming

    Skills you'll gain: Simulation and Simulation Software, Programmable Logic Controllers, Industrial Engineering, Control Systems, Electronic Hardware, Data Structures, Data Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Data Warehousing, Data Governance, Apache Hadoop, Relational Databases, Apache Spark, Data Lakes, Databases, SQL, NoSQL, Data Security, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    The University of Edinburgh

    Animal Behaviour and Welfare

    Skills you'll gain: Applied Behavior Analysis, Scientific Methods, Safety Assurance, Behavior Management, Stress Management, Empathy & Emotional Intelligence, Ethical Standards And Conduct, Healthcare Ethics, General Science and Research, Environmental Issue, Nutrition and Diet

    4.8
    Rating, 4.8 out of 5 stars
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    5.4K reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Intermediate Web Development and Backend Basics

    Skills you'll gain: PHP (Scripting Language), MySQL, WordPress, Web Applications, Application Programming Interface (API), Web Development, Content Management Systems, Restful API, DevOps, Linux, Full-Stack Web Development, Data Store, Command-Line Interface, Back-End Web Development, Server Side, Secure Coding, Scripting, Database Management, SQL, Javascript

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Project Milestones Fast: Recall & Apply

    Skills you'll gain: Milestones (Project Management), Project Schedules, Project Management, Scheduling, Project Planning

    Beginner · Course · 1 - 4 Weeks

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

  • Stop Procrastination - Avoid Self Sabotage With Good Habits: Alex Genadinik
  • Creative Content Creation Toolkit: Coursera
  • AI Agents and Agentic AI with Python & Generative AI: Vanderbilt University
  • Apache Airflow Best Practices: Packt
  • Professional HRM Mastery: Coursera
  • Applied Financial Analysis: Coursera
  • Project Management: Applying Predictive and Adaptive Methods: Logical Operations
  • Foundations of Micro850 PLC Programming: Packt
  • Introduction to Data Engineering: IBM
  • Animal Behaviour and Welfare: The University of Edinburgh

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