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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Preview
      Preview
      U

      University of Alberta

      Indigenous Canada

      Skills you'll gain: Art History, Social Studies, Storytelling, Cultural Diversity, Social Justice, Intercultural Competence, Socioeconomics, World History, Political Sciences, Social Sciences, Community Development, Land Management, Governance

      4.8
      Rating, 4.8 out of 5 stars
      ·
      23K reviews

      Mixed · Course · 1 - 3 Months

    • Status: Preview
      Preview
      D

      DeepLearning.AI

      AI For Everyone (すべての人のためのAIリテラシー講座)

      Skills you'll gain: Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Team Building, Machine Learning, Data Ethics, Data Science, Employee Training, Business Technologies

      4.7
      Rating, 4.7 out of 5 stars
      ·
      289 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      Status: AI skills
      AI skills
      I

      IBM

      IBM Cybersecurity Analyst

      Skills you'll gain: Cyber Threat Hunting, Incident Response, IT Service Management, Identity and Access Management, Cloud Computing, Information Technology Infrastructure Library, Endpoint Security, Malware Protection, Penetration Testing, Linux, Computer Security Incident Management, Database Management, Network Security, Networking Hardware, TCP/IP, Cybersecurity, Intrusion Detection and Prevention, Cyber Threat Intelligence, Interviewing Skills, Cyber Security Assessment

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      26K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      TensorFlow 2 for Deep Learning

      Skills you'll gain: Tensorflow, Generative AI, Data Pipelines, Keras (Neural Network Library), Deep Learning, Image Analysis, Computer Programming, Bayesian Statistics, Supervised Learning, Natural Language Processing, Data Processing, Computer Vision, Machine Learning Methods, Artificial Neural Networks, Machine Learning, Unsupervised Learning, Probability & Statistics, Time Series Analysis and Forecasting, Jupyter, Dimensionality Reduction

      4.8
      Rating, 4.8 out of 5 stars
      ·
      713 reviews

      Intermediate · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      G

      Google Cloud

      Preparing for Google Cloud Certification: Cloud DevOps Engineer

      Skills you'll gain: Site Reliability Engineering, Kubernetes, Application Performance Management, Google Cloud Platform, Cloud Infrastructure, System Monitoring, Prompt Engineering, Application Deployment, Identity and Access Management, CI/CD, Containerization, Cloud Storage, Cloud Security, Cloud Services, Cloud Management, Service Level Agreement, Virtual Machines, Safety Culture, Event Monitoring, Culture Transformation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      54K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      T

      The University of Sydney

      Academic Skills for University Success

      Skills you'll gain: Critical Thinking, Creative Problem-Solving, Problem Solving, Editing, Creative Thinking, Public Speaking, Proofreading, Deductive Reasoning, Brainstorming, Research, Communication, Information Management, Analytical Skills, Cognitive flexibility, Ethical Standards And Conduct, English Language, Writing, Verbal Communication Skills, Digital Communications, Productivity

      4.9
      Rating, 4.9 out of 5 stars
      ·
      7.6K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      BI Foundations with SQL, ETL and Data Warehousing

      Skills you'll gain: Data Warehousing, Extract, Transform, Load, Apache Airflow, Linux Commands, SQL, IBM Cognos Analytics, Data Pipelines, Apache Kafka, Bash (Scripting Language), Shell Script, Data Visualization, Dashboard, File Management, Star Schema, Unix Shell, IBM DB2, Business Intelligence, Relational Databases, Stored Procedure, Databases

      4.6
      Rating, 4.6 out of 5 stars
      ·
      24K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Generative AI for Software Development

      Skills you'll gain: Prompt Engineering, Large Language Modeling, Database Design, Software Documentation, Software Design Patterns, Database Systems, Collaborative Software, Software Testing, ChatGPT, Technical Documentation, Generative AI, Code Review, Software Architecture, API Design, System Design and Implementation, Dependency Analysis, Artificial Intelligence, Software Engineering, Software Development, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      594 reviews

      Beginner · Professional Certificate · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Business Analyst

      Skills you'll gain: Data Storytelling, Risk Mitigation, Business Analysis, Business Process Modeling, Risk Analysis, Project Scoping, Process Optimization, Data Visualization, Requirements Management, Prompt Engineering, Risk Management, Business Requirements, Stakeholder Management, Work Breakdown Structure, Digital Transformation, Stakeholder Engagement, Excel Formulas, Microsoft Excel, Business Analytics, Process Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      13K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I
      I

      Multiple educators

      IBM and ISC2 Cybersecurity Specialist

      Skills you'll gain: Software Development Life Cycle, Computing Platforms, Network Security, Incident Response, Cloud Computing Architecture, Penetration Testing, Computer Security Incident Management, Cloud Services, Business Continuity, Disaster Recovery, Security Controls, Peripheral Devices, Configuration Management, Cybersecurity, Governance, Cloud Security, Network Protocols, Application Security, Information Technology, Cryptography

      4.7
      Rating, 4.7 out of 5 stars
      ·
      14K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI: Introduction and Applications

      Skills you'll gain: Generative AI, ChatGPT, OpenAI, Prompt Engineering, Large Language Modeling, Artificial Intelligence, Program Development, Content Creation, Image Analysis, Virtual Environment

      4.7
      Rating, 4.7 out of 5 stars
      ·
      3K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      AI for Good

      Skills you'll gain: Disaster Recovery, Data Analysis, Jupyter, Exploratory Data Analysis, Image Analysis, Data Ethics, Statistical Analysis, Emergency Response, Artificial Intelligence, Machine Learning, Predictive Modeling, Applied Machine Learning, Mitigation, Text Mining, Environmental Monitoring, Computer Vision, Deep Learning, Data Processing, Supervised Learning, Natural Language Processing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      480 reviews

      Beginner · Specialization · 1 - 3 Months

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

    • Indigenous Canada: University of Alberta
    • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
    • IBM Cybersecurity Analyst: IBM
    • TensorFlow 2 for Deep Learning: Imperial College London
    • Preparing for Google Cloud Certification: Cloud DevOps Engineer: Google Cloud
    • Academic Skills for University Success: The University of Sydney
    • BI Foundations with SQL, ETL and Data Warehousing: IBM
    • Generative AI for Software Development: DeepLearning.AI
    • IBM Business Analyst: IBM
    • IBM and ISC2 Cybersecurity Specialist: ISC2

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