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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


  • Status: Free Trial
    Free Trial
    I

    IBM

    Applied Data Science Capstone

    Skills you'll gain: Plotly, Predictive Modeling, Exploratory Data Analysis, Data Storytelling, Statistical Machine Learning, Data Science, Business Analytics, Data-Driven Decision-Making, Pandas (Python Package), Data Analysis, Web Scraping, Data Wrangling, Model Evaluation, Python Programming, SQL, GitHub

    4.7
    Rating, 4.7 out of 5 stars
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    7.4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    J

    Johns Hopkins University

    Genomic Data Science

    Skills you'll gain: Bioinformatics, Unix Commands, Biostatistics, Exploratory Data Analysis, Statistical Analysis, Unix, Data Science, Data Management, Statistical Methods, Command-Line Interface, Statistical Hypothesis Testing, Linux Commands, Data Analysis Software, Data Quality, Data Structures, Data Analysis, Computer Science, Molecular Biology, R Programming, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    6.8K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Pennsylvania

    Foundations of Positive Psychology

    Skills you'll gain: Resilience, Goal Setting, Empathy & Emotional Intelligence, Emotional Intelligence, Positivity, Smart Goals, Optimism, Research Methodologies, Overcoming Obstacles, Research Design, Productivity, Positive Behavior Support, Cognitive flexibility, Relationship Building, Personal Development, Self-Awareness, Qualitative Research, Research, Empowerment, Psychology

    4.8
    Rating, 4.8 out of 5 stars
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    8.5K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    C

    Coursera

    Design Ethical AI Rewards and Policies

    Skills you'll gain: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Amsterdam

    Methods and Statistics in Social Sciences

    Skills you'll gain: Qualitative Research, Scientific Methods, Statistical Analysis, Statistical Hypothesis Testing, Research, Research Design, Sampling (Statistics), Research Reports, Science and Research, Interviewing Skills, Data Analysis, Data Collection, Research Methodologies, Social Sciences, Surveys, Quantitative Research, Statistics, Regression Analysis, Statistical Inference, R Programming

    4.6
    Rating, 4.6 out of 5 stars
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    7.9K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    A

    Amazon Web Services

    AWS Cloud Solutions Architect

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon CloudWatch, Data Lakes, Amazon DynamoDB, Amazon Web Services, Serverless Computing, Cloud Computing, Amazon S3, Scalability, Cloud Infrastructure, Amazon Elastic Compute Cloud, Event-Driven Programming, Cloud Security, Solution Architecture, Data Visualization, Cloud Storage, Data Architecture, Cloud Computing Architecture, API Gateway, Software Architecture

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    7K reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    G

    Google Cloud

    Google Cloud Digital Leader Training

    Skills you'll gain: Cloud Management, Serverless Computing, Google Cloud Platform, Digital Transformation, Data Governance, Cloud Services, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Cloud Infrastructure, Data Strategy, Application Programming Interface (API), Cloud Solutions, Real Time Data, Business Transformation, Data Management, Hybrid Cloud Computing, Data Warehousing, AI Enablement, Artificial Intelligence, Data Security

    4.8
    Rating, 4.8 out of 5 stars
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    4.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Introducción a la programación en Python I: Aprendiendo a programar con Python

    Skills you'll gain: File I/O, Python Programming, Data Structures, Programming Principles, Computer Programming, Program Development, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    4.9K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    G

    Google

    Build Wireframes and Low-Fidelity Prototypes

    Skills you'll gain: Storyboarding, Wireframing, Information Architecture, Figma (Design Software), User Story, User Experience Design, User Centered Design, Prototyping, User Interface (UI), Usability, Mockups, Persona (User Experience), User Flows

    4.9
    Rating, 4.9 out of 5 stars
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    9.6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    S

    Stanford University

    Child Nutrition and Cooking

    Skills you'll gain: Nutrition Education, Cooking, Meal Planning And Preparation, Nutrition and Diet, Pediatrics, Food Safety and Sanitation, Working With Children, Food Quality Assurance And Control, Parent Communication, Environmental Issue

    4.8
    Rating, 4.8 out of 5 stars
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    10K reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Build Next-Gen LLM Apps with LangChain & LangGraph

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Geneva

    Investment Management

    Skills you'll gain: Portfolio Management, Wealth Management, Risk Management, Investment Management, Financial Market, Portfolio Risk, Business Risk Management, Capital Markets, Risk Analysis, Risk Modeling, Asset Management, Performance Measurement, Investments, Market Dynamics, Environmental Social And Corporate Governance (ESG), Financial Planning, Finance, Equities, Performance Analysis, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7.7K reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Applied Data Science Capstone: IBM
  • Genomic Data Science: Johns Hopkins University
  • Foundations of Positive Psychology: University of Pennsylvania
  • Design Ethical AI Rewards and Policies: Coursera
  • Methods and Statistics in Social Sciences: University of Amsterdam
  • AWS Cloud Solutions Architect: Amazon Web Services
  • Google Cloud Digital Leader Training: Google Cloud
  • Introducción a la programación en Python I: Aprendiendo a programar con Python: Pontificia Universidad Católica de Chile
  • Build Wireframes and Low-Fidelity Prototypes: Google
  • Child Nutrition and Cooking: Stanford University

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