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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


  • Status: Free Trial
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    Yonsei University

    Financial Analysis for Startups

    Skills you'll gain: Financial Analysis, Financial Statements, Financial Modeling, Financial Forecasting, Case Studies, Income Statement, Balance Sheet, Financial Planning, Cash Flows, Business Valuation

    4.6
    Rating, 4.6 out of 5 stars
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    112 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Claude AI and Prompting for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Artificial Intelligence, Generative AI

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Khalifa University

    AI for Executives: AI for Customer Relationship Management

    Skills you'll gain: AI Personalization, Sales Enablement, Customer Data Management, Sales Management, AI Enablement, Customer experience improvement, Predictive Analytics, AI Product Strategy, Customer Insights, Customer Engagement, Advanced Analytics, Large Language Modeling, Fraud detection, Artificial Intelligence, Data Integration, Network Analysis, User Feedback, Technology Roadmaps, Change Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Corporate Finance Institute

    Data Skills for Excel Professionals

    Skills you'll gain: Dashboard, Microsoft Excel, Pivot Tables And Charts, Star Schema, Spreadsheet Software, Data Transformation, Data Analysis Expressions (DAX), Data Storytelling, Data Analysis, Excel Formulas, Extract, Transform, Load, Consolidation, Data Visualization Software, Data Presentation, Data Modeling, Business Intelligence, Competitive Analysis, Data Manipulation, Data Cleansing, Data Integration

    4.7
    Rating, 4.7 out of 5 stars
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    183 reviews

    Beginner · Specialization · 3 - 6 Months

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    Birla Institute of Technology & Science, Pilani

    Logic for Computer Science

    Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Computer Science, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Systems Analysis, Software Development, Machine Learning

    Beginner · Course · 1 - 3 Months

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    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, LLM Application, Decision Making, Generative AI, Needs Assessment, Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    20 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Cleaning with Python for Finance

    Skills you'll gain: Data Cleansing, Pandas (Python Package), Financial Data, Data Wrangling, Data Transformation, Data Preprocessing, Data Quality, Data Manipulation, Data Validation, Jupyter, Data Integrity, Exploratory Data Analysis, Data Import/Export, Descriptive Statistics

    Intermediate · Course · 1 - 4 Weeks

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    Niel Asher Education

    Applied Acupuncture Techniques for Common Conditions

    Skills you'll gain: Manual Therapy, Athletic Training, Respiratory Therapy

    Advanced · Course · 1 - 4 Weeks

  • Status: Free
    Free
    T

    The Chinese University of Hong Kong

    Basic Modeling for Discrete Optimization

    Skills you'll gain: Mathematical Modeling, Problem Solving, Enterprise Modeling, Graph Theory, Decision Support Systems, Computational Thinking, Data Modeling, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
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    456 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Statistics For Data Science

    Skills you'll gain: Correlation Analysis, Probability & Statistics, Statistics, Statistical Analysis, Data Analysis, Data Science, Probability Distribution, Descriptive Statistics, Statistical Inference

    4
    Rating, 4 out of 5 stars
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    41 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Kennesaw State University

    AI for Education (Basic)

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Anthropic Claude, LLM Application, ChatGPT, Digital pedagogy, digital literacy

    4.9
    Rating, 4.9 out of 5 stars
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    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Kennesaw State University

    AI for Education (Advanced)

    Skills you'll gain: Prompt Engineering, Data Ethics, Responsible AI, Education Software and Technology, ChatGPT, Artificial Intelligence, Digital pedagogy, Generative AI

    4.3
    Rating, 4.3 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

Searches related to math for machine learning

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

  • Financial Analysis for Startups: Yonsei University
  • Claude AI and Prompting for Everyone: Edureka
  • AI for Executives: AI for Customer Relationship Management: Khalifa University
  • Data Skills for Excel Professionals: Corporate Finance Institute
  • Logic for Computer Science: Birla Institute of Technology & Science, Pilani
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Data Cleaning with Python for Finance: Coursera
  • Applied Acupuncture Techniques for Common Conditions: Niel Asher Education
  • Basic Modeling for Discrete Optimization: The Chinese University of Hong Kong
  • Statistics For Data Science: Coursera

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