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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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    Coursera

    GenAI for Business Intelligence Analysts

    Skills you'll gain: Business Intelligence, Generative AI, Business Analytics, Responsible AI, Business Process Automation, Data-Driven Decision-Making, Data Ethics, Data Storytelling, Exploratory Data Analysis, Data Governance, Project Implementation

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Kennesaw State University

    Cybersecurity: Developing a Program for Your Business

    Skills you'll gain: Cyber Threat Intelligence, Security Management, Internet Of Things, Incident Response, Risk Management, Cyber Security Policies, Cyber Security Strategy, Cyber Governance, Human Factors (Security), Business Risk Management, Cybersecurity, Threat Management, Security Awareness, Enterprise Risk Management (ERM), Information Management, Computer Security Awareness Training, Mobile Security, Business Ethics, Performance Measurement, Cyber Risk

    4.5
    Rating, 4.5 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Applied Machine Learning, Deep Learning, Performance Tuning, Convolutional Neural Networks, Model Deployment, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    76 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Google Cloud

    Gemini for Security Engineers

    Skills you'll gain: Google Gemini, AI Security, Cloud Deployment, Google Cloud Platform, Cloud Security, Generative AI, Vulnerability Assessments, Security Controls, Security Engineering

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Duke University

    Agile Approaches for Modern Leadership

    Skills you'll gain: Culture Transformation, Strategic Thinking, Team Building, Team Leadership, Strategic Leadership, Organizational Change, Team Management, Visionary, Organizational Strategy, Strategic Decision-Making, Team Motivation, Cross-Functional Team Leadership, Organizational Leadership, Agile Methodology, Business Leadership, Cognitive flexibility, Leadership Development, Innovation, Corporate Strategy, Change Management

    4.6
    Rating, 4.6 out of 5 stars
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    109 reviews

    Intermediate · Specialization · 1 - 4 Weeks

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    Coursera

    Lean Problem - Solving for Team Members and Leaders

    Skills you'll gain: Culture Transformation, Process Improvement, Quality Improvement, Systems Thinking, Analysis, Employee Engagement, Data-Driven Decision-Making

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Agile Leadership for Distributed Teams

    Skills you'll gain: Collaborative Software, Team Leadership, Virtual Teams, Cross-Functional Team Leadership, Agile Methodology, Organizational Leadership, Innovation, Team Management, Team Building, Communication, Employee Engagement, Change Management

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Generative AI for Code Completion

    Skills you'll gain: LLM Application, Large Language Modeling, Prompt Engineering Tools, OpenAI API, Microsoft Copilot, AI Enablement, Generative AI, Software Development Tools, Application Development

    4.3
    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Alex Genadinik

    ChatGPT - Artificial Intelligence (AI) That Works For You

    Skills you'll gain: ChatGPT, Generative AI Agents, Blogs, Artificial Intelligence, Writing, Business Process Automation, Prompt Engineering, Business Writing, Content Creation, Copywriting, Automation, Emerging Technologies

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Linux and Bash for Data Engineering

    Skills you'll gain: Bash (Scripting Language), Linux Commands, Shell Script, Linux, Linux Administration, Unix Shell, File Management, Unix, Unix Commands, File Systems, Scripting, Command-Line Interface, Scripting Languages, Remote Access Systems, Data Manipulation, Data Processing, Data Management, Development Environment

    4.6
    Rating, 4.6 out of 5 stars
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    132 reviews

    Intermediate · Course · 1 - 4 Weeks

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    IE Business School

    Intelligence Tools for the Digital Age

    Skills you'll gain: Intelligence Collection and Analysis, Strategic Thinking, Competitive Intelligence, Critical Thinking, Analysis, Business Intelligence, Digital Transformation, Timelines, Decision Making, Trend Analysis, Stakeholder Analysis, Business Strategy, Complex Problem Solving, International Relations, Empathy & Emotional Intelligence, Forecasting, Artificial Intelligence

    4.6
    Rating, 4.6 out of 5 stars
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    678 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Practical Splunk for Beginners

    Skills you'll gain: Splunk, Dashboard, Ad Hoc Reporting, Data Visualization Software, Event Monitoring, Security Information and Event Management (SIEM), Statistical Analysis, Software Installation, Analytics, Data Analysis, Anomaly Detection, Big Data, Query Languages

    Beginner · Course · 1 - 4 Weeks

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

  • GenAI for Business Intelligence Analysts: Coursera
  • Cybersecurity: Developing a Program for Your Business: Kennesaw State University
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • Gemini for Security Engineers: Google Cloud
  • Agile Approaches for Modern Leadership: Duke University
  • Lean Problem - Solving for Team Members and Leaders: Coursera
  • Agile Leadership for Distributed Teams: Coursera
  • Generative AI for Code Completion : Coursera
  • ChatGPT - Artificial Intelligence (AI) That Works For You: Alex Genadinik
  • Linux and Bash for Data Engineering: Duke University

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