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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate

    Skills you'll gain: AWS SageMaker, AWS CloudFormation, Amazon S3, Serverless Computing, Amazon DynamoDB, Amazon CloudWatch, Cloud Security, Data Security, Amazon Redshift, AWS Kinesis, Data Integration, Cloud Storage, Amazon Web Services, Data Lakes, Data Storage, Databases, Apache Airflow, Cloud Computing Architecture, Infrastructure as Code (IaC), Virtual Networking

    4.6
    Rating, 4.6 out of 5 stars
    ·
    23 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    AWS Glue Getting Started

    Skills you'll gain: Amazon Web Services, Data Preprocessing, Data Wrangling, Data Processing, Amazon S3, Extract, Transform, Load, Data Pipelines, Data Integration

    4.5
    Rating, 4.5 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Prompt Engineering in Python, with GPT, and the OpenAI API

    Skills you'll gain: Multimodal Prompts, OpenAI API, ChatGPT, JSON, Large Language Modeling, Python Programming, Text Mining, Data Validation, Unstructured Data

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Splunk Query Language and Data Analysis

    Skills you'll gain: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    139 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Analyzing Product Opportunities with Creately

    Skills you'll gain: Market Opportunities, New Product Development, Product Strategy, Competitive Analysis, Business Strategy, New Business Development, Market Analysis, Business Analysis, Product Development, Business Planning, Entrepreneurship, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    42 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Dassault Systèmes

    SOLIDWORKS Advanced Sketching and Reference Geometry

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Product Design, Mechanical Engineering

    4.9
    Rating, 4.9 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    AI Content Creation with DALL-E: Visual SEO Strategy

    Skills you'll gain: Prompt Engineering, Generative AI, Blogs, Search Engine Optimization, Content Strategy, Web Content, Content Creation, Keyword Research, ChatGPT

    4.8
    Rating, 4.8 out of 5 stars
    ·
    23 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    R

    Real Madrid Graduate School Universidad Europea

    Introducción a la IA y la tecnología en el deporte

    Skills you'll gain: Artificial Intelligence, Data Analysis Software, Analytics, Big Data, Data Analysis, Data Ethics, Deep Learning, Machine Learning, Statistical Analysis, Emerging Technologies, Health Technology, Internet Of Things, Natural Language Processing, Digital Transformation, Technology Solutions, Scikit Learn (Machine Learning Library), Large Language Modeling, Technology Strategies, Performance Appraisal, Agile Project Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Major and Principal Gifts

    Skills you'll gain: Proposal Writing, Fundraising, Prospecting and Qualification, Business Writing, Stakeholder Management, Negotiation, Compliance Reporting, Relationship Building, Communication Strategies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    U

    Universidade de São Paulo

    Redes Ecológicas

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Visualization, Graph Theory, Exploratory Data Analysis, Environmental Science, Data Analysis, R Programming, Data Science, Probability Distribution

    5
    Rating, 5 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Foundations of Autonomous Systems

    Skills you'll gain: Computational Logic, Agentic systems, Mathematical Modeling, Systems Design, System Requirements, Functional Requirement, Machine Controls, Theoretical Computer Science, System Design and Implementation, Engineering Analysis, Verification And Validation, Software Systems, Simulations, Automation Engineering, Control Systems, Mechanics, Systems Analysis, Automation, Diagram Design, Safety Assurance

    Build toward a degree

    3.6
    Rating, 3.6 out of 5 stars
    ·
    33 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    A

    Accenture

    Understanding Technology and Data

    Skills you'll gain: Microsoft Excel, Computer Literacy, Data Security, Emerging Technologies, digital literacy, Data Analysis, Data Collection, Computer Programming, Digital Communications, Web Development, Technology Solutions, Blockchain, Javascript, Python Programming, Cloud Computing, Artificial Intelligence, Computer Hardware

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Exam Prep (DEA-C01): AWS Certified Data Engineer - Associate: Whizlabs
  • AWS Glue Getting Started: Amazon Web Services
  • Prompt Engineering in Python, with GPT, and the OpenAI API: Packt
  • Splunk Query Language and Data Analysis: EDUCBA
  • Analyzing Product Opportunities with Creately: Coursera
  • SOLIDWORKS Advanced Sketching and Reference Geometry: Dassault Systèmes
  • AI Content Creation with DALL-E: Visual SEO Strategy: Coursera
  • Introducción a la IA y la tecnología en el deporte: Real Madrid Graduate School Universidad Europea
  • Major and Principal Gifts: University of California, Davis
  • Redes Ecológicas: Universidade de São Paulo

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