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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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    Simplilearn

    Ethics in GenAI for Software Engineering Training

    Skills you'll gain: Legal Risk, Responsible AI, Data Ethics, Generative AI, Personally Identifiable Information, Law, Regulation, and Compliance, Engineering Software, Information Privacy, Artificial Intelligence, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Mitigation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Meta Ads Manager for Beginners: GenAI Feature Integration

    Skills you'll gain: Digital Advertising, Online Advertising, Campaign Management, Advertising, Advertising Campaigns, Marketing, Social Media Campaigns, Marketing Management, Generative AI Agents, Budget Management, Target Audience

    Beginner · Guided Project · Less Than 2 Hours

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    Fractal Analytics

    Data Lineage & Ethical Frameworks for Responsible AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Data Governance, AI Workflows, Data Transformation, Data Integrity, Data Quality, MLOps (Machine Learning Operations), Risk Modeling, Data Validation, Metadata Management, Data Security

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Gen AI for Executives Course - Gen AI Adoption

    Skills you'll gain: Responsible AI, AI Product Strategy, AI Security, Diversity and Inclusion, Workplace inclusivity, Business Leadership, Strategic Leadership, Talent Management, Cross-Functional Collaboration, Workforce Development, Business Ethics

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    GenAI for Compensation Analysis in Law Firms

    Skills you'll gain: Compensation Management, Compensation Analysis, Compensation Strategy, Compensation and Benefits, Legal Technology, People Analytics, Data-Driven Decision-Making, Benchmarking, Labor Compliance, Data Ethics, Generative AI, Employee Retention, Analysis, Data Visualization, Operational Efficiency

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Test-Driven Development for JavaScript: Unit 1

    Skills you'll gain: Jest (JavaScript Testing Framework), Unit Testing, TypeScript, Software Testing, Test Driven Development (TDD), Code Coverage, Test Automation, Development Testing, Testability, Test Case, Javascript, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Miro for Beginners: Create an interactive presentation

    Skills you'll gain: Presentations, Proposal Development, Proposal Writing, Value Propositions, Sales Presentations, Solution Sales Engineering, Collaborative Software, Collaboration, Meeting Facilitation

    Beginner · Guided Project · Less Than 2 Hours

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    Politecnico di Milano

    Energy management for real estate. Methods and digital tools

    Skills you'll gain: Energy and Utilities, Case Studies, Property Management, Building Services Engineering, Facility Management, Real Estate, Sustainable Architecture, HVAC, Digital Assets, Building Design, Analysis, Auditing, Simulation and Simulation Software

    4.5
    Rating, 4.5 out of 5 stars
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    175 reviews

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Using AI & ChatGPT for Content: Strategy & SEO

    Skills you'll gain: Content Strategy, Search Engine Optimization, Content Creation, Keyword Research, Digital Content, Content Marketing, Social Media Content, Target Audience, ChatGPT, Web Analytics and SEO, Video Production, Prompt Engineering, Workflow Management

    Beginner · Course · 1 - 4 Weeks

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    Northeastern University

    Computation and Visualization for Analytics Part 2

    Skills you'll gain: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    Packt

    JavaScript Mastery – Zero to Hero for Interviews

    Skills you'll gain: JSON, Data Structures, Algorithms, Web Development Tools, Javascript, Pseudocode, Development Environment, Integrated Development Environments, Computer Programming, Application Programming Interface (API), Debugging, HTML and CSS, Object Oriented Programming (OOP), Computational Thinking, Performance Tuning, Solution Design

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Docker and Kubernetes for ASP.NET Development

    Skills you'll gain: Cloud-Native Computing, Docker (Software), .NET Framework, ASP.NET, Application Deployment, Development Environment, Nginx, YAML, Proxy Servers, Web Servers, Scalability, Microsoft SQL Servers

    Intermediate · Course · 1 - 3 Months

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

  • Ethics in GenAI for Software Engineering Training : Simplilearn
  • Meta Ads Manager for Beginners: GenAI Feature Integration: Coursera
  • Data Lineage & Ethical Frameworks for Responsible AI: Fractal Analytics
  • Microsoft Gen AI for Executives Course - Gen AI Adoption: Microsoft
  • GenAI for Compensation Analysis in Law Firms: Coursera
  • Test-Driven Development for JavaScript: Unit 1: Pearson
  • Miro for Beginners: Create an interactive presentation: Coursera
  • Energy management for real estate. Methods and digital tools: Politecnico di Milano
  • Using AI & ChatGPT for Content: Strategy & SEO: Skillshare
  • Computation and Visualization for Analytics Part 2: Northeastern University

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