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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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    Coursera

    Optimize Agentic AI: Algorithms for Peak Performance

    Skills you'll gain: Proposal Writing, Performance Tuning, Agentic systems, Computational Thinking, Performance Analysis, Computational Logic

    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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    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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    Scrimba

    Prompt Engineering for Web Developers

    Skills you'll gain: Prompt Engineering, Debugging, ChatGPT, Pseudocode, AI Enablement, Web Development, Code Review, Web Development Tools, Artificial Intelligence, Web Applications, Software Development, Programming Principles, Software Engineering

    4.3
    Rating, 4.3 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Cloud Native Buildpacks – Hands-on for Beginners

    Skills you'll gain: CI/CD, Build Tools, DevOps

    Beginner · Course · 1 - 3 Months

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    Creo Incubator

    Strength, Time Management & Networking for Leaders Success

    Skills you'll gain: Time Management, Productivity, Professional Networking, Relationship Building, Prioritization, Professional Development, Goal Setting, Personal Development, Resilience, Communication, Emotional Intelligence, Self-Awareness

    Beginner · Course · 1 - 4 Weeks

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    Logical Operations

    Finance and Budgeting Essentials for Business Professionals

    Skills you'll gain: Balance Sheet, Income Statement, Financial Statements, Financial Acumen, Operating Budget, Budget Management, Financial Data, Financial Accounting, Financial Analysis, Budgeting, Balancing (Ledger/Billing), Financial Management, Profit and Loss (P&L) Management, Corporate Finance, Cash Flows, Financial Planning, Finance, Cash Management, General Finance, Decision Making

    Mixed · Course · 1 - 3 Months

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    University of Michigan

    Mindware: Critical Thinking for the Information Age

    Skills you'll gain: Data Analysis, Analytical Skills, Experimentation, Critical Thinking, Research Design, Behavioral Economics, Decision Making, Regression Analysis, Statistical Inference, Probability, Correlation Analysis, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    PwC

    Problem Solving with Excel

    Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Spreadsheet Software, Data Validation, Data Analysis Software, Data Analysis, Statistical Analysis, Financial Analysis, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    5.5K reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Preparing for Google Cloud Certification: Cloud Data Engr

    Skills you'll gain: Real Time Data, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Business Requirements, Data Lakes, Apache Hadoop, Dashboard, Apache Airflow, Cloud Engineering, Tensorflow, Cloud Services, Data Warehousing

    4.6
    Rating, 4.6 out of 5 stars
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    4.9K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Packt

    Mastering Azure Databricks for Data Engineers

    Skills you'll gain: Databricks, CI/CD, Apache Spark, Microsoft Azure, Data Governance, Data Lakes, Data Architecture, Integration Testing, Real Time Data, Data Integration, PySpark, Data Pipelines, Data Management, Automation, Data Storage, Jupyter, File Systems, Development Testing, Data Processing, Data Quality

    4.4
    Rating, 4.4 out of 5 stars
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    39 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Coursera

    AJAX for Web Developers

    Skills you'll gain: Ajax, JSON, Javascript, Frontend Integration, Application Programming Interface (API), Restful API, Web Applications, Application Security, Debugging

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Optimize Agentic AI: Algorithms for Peak Performance: Coursera
  • GenAI for Automated Financial Reporting: Coursera
  • DynaTrace Masterclass – The Complete Guide for Beginners: Coursera
  • Prompt Engineering for Web Developers: Scrimba
  • Cloud Native Buildpacks – Hands-on for Beginners: Packt
  • Strength, Time Management & Networking for Leaders Success : Creo Incubator
  • Finance and Budgeting Essentials for Business Professionals: Logical Operations
  • Mindware: Critical Thinking for the Information Age : University of Michigan
  • Problem Solving with Excel : PwC
  • Preparing for Google Cloud Certification: Cloud Data Engr: Google Cloud

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