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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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    Duke University

    Building Financial Models for Entrepreneurs

    Skills you'll gain: Financial Modeling, Entrepreneurial Finance, Financial Forecasting, Capital Budgeting, Entrepreneurship, Cash Flow Forecasting, Financial Data, Financial Analysis, Business Modeling, Finance, Negotiation, Investments, Microsoft Excel

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency

    Skills you'll gain: Responsible AI, Machine Learning, Artificial Intelligence, Interoperability, Model Evaluation, Data Ethics, Model Deployment

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Michigan State University

    Write A Feature Length Screenplay For Film Or Television

    Skills you'll gain: Storyboarding, Writing, Writing and Editing, Storytelling, Peer Review

    4.6
    Rating, 4.6 out of 5 stars
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    301 reviews

    Beginner · Course · 3 - 6 Months

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    Coursera

    Linux: I/O Redirection for DevOps

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Command-Line Interface, Linux, Scripting, File I/O

    4.8
    Rating, 4.8 out of 5 stars
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    78 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    IBM

    GenAI for Execs & Business Leaders: Integration Strategy

    Skills you'll gain: AI Enablement, Responsible AI, Return On Investment, Data Strategy, Business Leadership, Generative AI, Business Strategy, Scalability, Compliance Management, Data-Driven Decision-Making, Artificial Intelligence, Marketing Automation, Human Resources, Solution Design, Information Technology Operations

    4.9
    Rating, 4.9 out of 5 stars
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    116 reviews

    Beginner · Course · 1 - 4 Weeks

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    Niel Asher Education

    Hatha Yoga Tools for Regulation and Mind–Body Balance

    Skills you'll gain: Exercise Therapy, Manual Therapy, Pain Management, Respiratory Care, Athletic Training, Cognitive Behavioral Therapy, Mental Health Therapies, Contraindication

    Intermediate · Course · 1 - 3 Months

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    28DIGITAL

    Capstone: Autonomous Runway Detection for IoT

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Internet Of Things, System Requirements, Software Engineering, System Testing, Software Development, Verification And Validation, Cloud Infrastructure, Integration Testing, Performance Testing, Systems Integration, System Implementation, Requirements Analysis, Innovation, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
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    69 reviews

    Advanced · Course · 1 - 4 Weeks

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    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Cloud-Native Computing, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Lean Manufacturing & Robotics for Flexible Systems

    Skills you'll gain: Lean Manufacturing, Lean Methodologies, Continuous Improvement Process, Industrial Engineering, Operational Efficiency, Quality Improvement, Manufacturing Operations, Process Improvement, Emerging Technologies, Manufacturing Processes, Robotics, Automation

    4.4
    Rating, 4.4 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Transformation, Data Manipulation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

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    Cloudera

    Foundations for Big Data Analysis with SQL

    Skills you'll gain: Database Design, Relational Databases, Databases, SQL, Big Data, Database Systems, NoSQL, Operational Databases, Data Warehousing, Data Management, Virtual Machines, Data Storage, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    1.1K reviews

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Ethical Standards And Conduct, Model Evaluation, Human Centered Design, Data Quality

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Building Financial Models for Entrepreneurs: Duke University
  • Responsible AI for Developers: Interpretability & Transparency: Google Cloud
  • Write A Feature Length Screenplay For Film Or Television: Michigan State University
  • Linux: I/O Redirection for DevOps: Coursera
  • GenAI for Execs & Business Leaders: Integration Strategy: IBM
  • Hatha Yoga Tools for Regulation and Mind–Body Balance: Niel Asher Education
  • Capstone: Autonomous Runway Detection for IoT: 28DIGITAL
  • Kubernetes Training for Beginner: Simplilearn
  • Lean Manufacturing & Robotics for Flexible Systems: Coursera
  • DataPrep for H2O Driverless AI: H2O.ai

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