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  • Math For Machine Learning

Math For Machine Learning Courses

Courses in Math for Machine Learning can help you learn linear algebra, calculus, probability, and statistics. You can build skills in data analysis, model evaluation, and algorithm optimization. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI and artificial intelligence projects. You'll also explore techniques like gradient descent and matrix factorization, which are crucial for developing effective machine learning models.


Popular Math For Machine Learning Courses and Certifications


  • Status: New
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    Packt

    Apache Kafka for Developers using Spring Boot

    Skills you'll gain: Apache Kafka, JUnit, Spring Boot, Unit Testing, Integration Testing, Data Pipelines, Restful API, Event-Driven Programming, Encryption, Distributed Computing

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Python for Beginners: Data Structures

    Skills you'll gain: Data Structures, Plot (Graphics), Data-oriented programming, Programming Principles, Python Programming, Data Storage

    4.4
    Rating, 4.4 out of 5 stars
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    46 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Linux: File Management for Devops

    Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems

    4.7
    Rating, 4.7 out of 5 stars
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    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Spreadsheets for Beginners using Google Sheets

    Skills you'll gain: Spreadsheet Software, Google Sheets, Microsoft Excel, Data Visualization, Excel Formulas, Data Presentation, Data Literacy, Data Entry, Data Analysis, Data Compilation

    4.7
    Rating, 4.7 out of 5 stars
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    2.2K reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
    Free Trial
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    Creo Incubator

    Strength, Time Management & Networking for Leaders Success

    Skills you'll gain: Time Management, Productivity, Professional Networking, Relationship Building, Prioritization, Professional Development, Goal Setting, Personal Development, Resilience, Communication, Emotional Intelligence, Self-Awareness

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    LearnKartS

    Essential Skills for First-Time Managers

    Skills you'll gain: Negotiation, Conflict Management, Teamwork, Workplace inclusivity, Diversity and Inclusion, Stress Management, Emotional Intelligence, Collaboration, Team Management, Communication, Team Leadership, Productivity, Social Skills, Ethical Standards And Conduct, Strategic Prioritization, Workplace Bullying Intervention, Compliance Management, Overcoming Obstacles, Mental Health, Dealing With Ambiguity

    4.8
    Rating, 4.8 out of 5 stars
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    481 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
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    Amazon Web Services

    AWS Services for AI Solutions

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, AI Workflows, AWS SageMaker, Generative AI Agents, Generative AI, Amazon Web Services, AI Orchestration, Solution Architecture, Artificial Intelligence, Data Quality, Computer Vision, Scalability, Data Pipelines, Natural Language Processing

    4.6
    Rating, 4.6 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Preview
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    Starweaver

    AI Agents for Cybersecurity

    Skills you'll gain: Responsible AI, AI Security, LLM Application, Threat Detection, Threat Modeling, Cyber Threat Intelligence, Cyber Threat Hunting, Generative AI Agents, Agentic Workflows, Agentic systems, Incident Response, Cyber Governance, Cyber Security Strategy, Data Ethics, Cyber Operations, AI Orchestration, Cybersecurity, Cyber Security Assessment, Risk Mitigation, Technology Strategies

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Duke University

    Spark, Hadoop, and Snowflake for Data Engineering

    Skills you'll gain: PySpark, Databricks, Data Pipelines, Apache Spark, MLOps (Machine Learning Operations), Apache Hadoop, Big Data, Data Warehousing, Data Quality, Data Integration, Data Processing, Database Architecture and Administration, DevOps, Distributed Computing, Data Transformation, SQL, Python Programming

    3.9
    Rating, 3.9 out of 5 stars
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    62 reviews

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    SQL Window Functions for Analytics

    Skills you'll gain: SQL, PostgreSQL, Query Languages, Database Management, Database Systems, Data Manipulation

    4.7
    Rating, 4.7 out of 5 stars
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    41 reviews

    Advanced · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Codio

    Unix and Bash for Beginners

    Skills you'll gain: Package and Software Management, User Accounts, Unix Commands, Unix, Bash (Scripting Language), Command-Line Interface, Kubernetes, Git (Version Control System), GitHub, OS Process Management, Firewall, Ubuntu, Docker (Software), Containerization, Network Monitoring, Unix Shell, File Systems, Shell Script, TCP/IP, Version Control

    4
    Rating, 4 out of 5 stars
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    112 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    Packt

    MuleSoft for Salesforce Developers

    Skills you'll gain: API Design, Restful API, Application Programming Interface (API), Test Automation, Data Mapping, Application Deployment, Cloud Deployment, Salesforce, Robotic Process Automation, Business Process Automation, Software Testing, Data Integration, API Testing, Architectural Design, Software Development Tools, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 3 - 6 Months

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

  • Apache Kafka for Developers using Spring Boot: Packt
  • Python for Beginners: Data Structures: Coursera
  • Linux: File Management for Devops: Coursera
  • Spreadsheets for Beginners using Google Sheets: Coursera
  • Strength, Time Management & Networking for Leaders Success : Creo Incubator
  • Essential Skills for First-Time Managers: LearnKartS
  • AWS Services for AI Solutions: Amazon Web Services
  • AI Agents for Cybersecurity : Starweaver
  • Spark, Hadoop, and Snowflake for Data Engineering: Duke University
  • SQL Window Functions for Analytics: Coursera

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