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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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    U

    University of Illinois Urbana-Champaign

    Data Analytics Foundations for Accountancy II

    Skills you'll gain: Anomaly Detection, Feature Engineering, Data Ethics, Machine Learning Algorithms, Classification Algorithms, Machine Learning, Statistical Machine Learning, Applied Machine Learning, Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Decision Tree Learning, Data Mining, Exploratory Data Analysis, Regression Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 3 Months

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    Alex Genadinik

    ChatGPT For Brand Storytelling - Create A Memorable Brand

    Skills you'll gain: Content Performance Analysis, Brand Strategy, ChatGPT, Storytelling, Brand Marketing, Corporate Communications, Performance Measurement, Key Performance Indicators (KPIs), Drive Engagement, Brand Awareness, Branding, Value Propositions, Prompt Engineering, Responsible AI, Data Ethics, Copywriting, Customer Engagement

    Mixed · Course · 1 - 4 Weeks

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    Imperial College London

    Using Data for Healthcare Improvement

    Skills you'll gain: Run Chart, Qualitative Research, Continuous Quality Improvement (CQI), Health Informatics, Quantitative Research, Data Collection, Data-Driven Decision-Making, Statistical Methods, Data Analysis, Systems Of Measurement, Time Series Analysis and Forecasting

    4.8
    Rating, 4.8 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Essential Causal Inference Techniques for Data Science

    Skills you'll gain: Regression Analysis, Data Science, Machine Learning Methods, R Programming, Statistical Inference, Applied Machine Learning, Machine Learning, Statistical Methods, Advanced Analytics, Data Analysis, Predictive Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    39 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    ROI Training

    Preparing for and Passing Technical Certifications

    Skills you'll gain: Learning Styles, Learning Strategies, Test Planning, Requirements Analysis, Technical Documentation

    4.8
    Rating, 4.8 out of 5 stars
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    56 reviews

    Beginner · Course · 1 - 4 Weeks

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    Vanderbilt University

    Generative AI & AI Agent Organizational Strategy for Leaders

    Skills you'll gain: AI Enablement, Agentic systems, Workforce Management, Scalability, Workforce Planning, Solution Design

    4.5
    Rating, 4.5 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 3 Months

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    University of Glasgow

    Applied AI for Engineers and Scientists: Foundations

    Skills you'll gain: Data Preprocessing, Model Evaluation, Engineering Practices, Matlab, Engineering Calculations, Classification Algorithms, Engineering Analysis, Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics, Artificial Neural Networks

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    Rating, 5 out of 5 stars
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    135 reviews

    Beginner · Specialization · 1 - 3 Months

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    Board Infinity

    Hootsuite for Beginners: Hands-On Social Media Management

    Skills you'll gain: Social Media Content, Content Performance Analysis, Brand Awareness, Social Media Strategy, Brand Management, Performance Analysis, Instagram

    Beginner · Course · 1 - 4 Weeks

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    Adobe

    Generative AI for Graphic Designers

    Skills you'll gain: Prompt Engineering, Adobe Illustrator, Generative AI, AI Workflows, Creativity, Adobe Creative Cloud, Graphic Design, Computer Graphics, Creative Design, Creative Thinking, Color Theory, Digital Design, Visual Design, Content Creation, Branding

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Infectious Disease Transmission Models for Decision-Makers

    Skills you'll gain: Health Policy, Epidemiology, Infectious Diseases, Public Health, Policy Analysis, Mathematical Modeling, Case Studies, Biostatistics, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    641 reviews

    Beginner · Course · 1 - 4 Weeks

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    Kennesaw State University

    Six Sigma Tools for Improve and Control

    Skills you'll gain: Six Sigma Methodology, Process Improvement, Process Optimization, Correlation Analysis, Statistical Hypothesis Testing, Lean Six Sigma, Kaizen Methodology, Quality Improvement, Regression Analysis, Statistical Process Controls, Continuous Improvement Process, Process Capability, Project Management, Quality Management, Cost Benefit Analysis, Statistical Inference, Document Control

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Empowerment and Wellness: A Mindfulness Journey for Women

    Skills you'll gain: Mindfulness, Resilience, Emotional Intelligence, Compassion, Communication, Personal Development, Stress Management, Personal Care, Self-Awareness, Empowerment, Mental Health, Persistence, Goal Setting

    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

  • Data Analytics Foundations for Accountancy II: University of Illinois Urbana-Champaign
  • ChatGPT For Brand Storytelling - Create A Memorable Brand: Alex Genadinik
  • Using Data for Healthcare Improvement: Imperial College London
  • Essential Causal Inference Techniques for Data Science: Coursera
  • Preparing for and Passing Technical Certifications: ROI Training
  • Generative AI & AI Agent Organizational Strategy for Leaders: Vanderbilt University
  • Applied AI for Engineers and Scientists: Foundations: University of Glasgow
  • Hootsuite for Beginners: Hands-On Social Media Management: Board Infinity
  • Generative AI for Graphic Designers: Adobe
  • Infectious Disease Transmission Models for Decision-Makers: Johns Hopkins University

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