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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
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    Coursera

    GenAI for Data Analysts

    Skills you'll gain: Generative AI, Data Analysis, Advanced Analytics, Analytics, Prompt Engineering Tools, AI Product Strategy, Data Transformation, Predictive Analytics, Data Cleansing, Data Processing, Machine Learning Algorithms, Responsible AI

    4.3
    Rating, 4.3 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    O.P. Jindal Global University

    Text Mining for Marketing

    Skills you'll gain: Text Mining, Data Ethics, Data Mining, Customer Insights, Marketing Analytics, Unstructured Data, Marketing, Brand Awareness, Natural Language Processing, Predictive Analytics, Machine Learning, Data Quality

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Status: Free Trial
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    Packt

    Python Foundations for Data Handling

    Skills you'll gain: Matplotlib, Data Visualization Software, Data Structures, Data Manipulation, Pandas (Python Package), NumPy, Data Processing, Exploratory Data Analysis, Python Programming, Object Oriented Programming (OOP)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    McMaster University

    Finance for Everyone: Markets

    Skills you'll gain: Financial Market, Capital Markets, Derivatives, Equities, Financial Policy, Finance, International Finance, Investments, Market Dynamics, Market Trend, Financial Regulation, Market Analysis, Presentations

    4.7
    Rating, 4.7 out of 5 stars
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    413 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for PR Specialists

    Skills you'll gain: Generative AI Agents, Public Relations, Content Creation, Marketing and Public Relations, Responsible AI, Media Relations, Productivity Software, Crisis Management, Prompt Engineering, Team Leadership, Promotions and Campaigns, Social Media Campaigns

    3.9
    Rating, 3.9 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Excel

    Skills you'll gain: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Data Wrangling, Data Quality, Statistical Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    274 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Macquarie University

    Cyber Security: Essentials for Forensics

    Skills you'll gain: Mobile Security, Anomaly Detection, Criminal Investigation and Forensics, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Investigation, Cyber Attacks, File Systems, Intrusion Detection and Prevention, Fraud detection, Mobile Development, Cybersecurity, Applied Machine Learning, Malware Protection, Cyber Security Policies, Apple iOS, Threat Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Python for Security

    Skills you'll gain: Security Testing, Cybersecurity, Network Security, TCP/IP, Network Monitoring, Vulnerability Assessments, Servers, Network Analysis, Network Protocols, Exploitation techniques, Scripting

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    K

    Kennesaw State University

    AI for Education (Intermediate)

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Education Software and Technology, ChatGPT, Peer Review, Verbal Communication Skills, Artificial Intelligence, Differentiated Instruction

    4.5
    Rating, 4.5 out of 5 stars
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    16 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EIT Digital

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Data Ethics, Machine Learning, Unsupervised Learning, Regression Analysis, Classification And Regression Tree (CART), Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML)

    4.3
    Rating, 4.3 out of 5 stars
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    270 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Product Managers

    Skills you'll gain: AI Product Strategy, Agile Product Development, Product Management, Generative AI, Responsible AI, Product Development, AI Personalization, Product Lifecycle Management, Ideation, Product Automation, Market Analysis, Prototyping

    3.8
    Rating, 3.8 out of 5 stars
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    26 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Designing for User Experience

    Skills you'll gain: Storyboarding, User Research, Information Architecture, User Experience Design, Persona (User Experience), Design Research, Ideation, Design Thinking, User Centered Design, Wireframing, Usability Testing

    4.6
    Rating, 4.6 out of 5 stars
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    100 reviews

    Mixed · Course · 1 - 3 Months

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

  • GenAI for Data Analysts: Coursera
  • Text Mining for Marketing: O.P. Jindal Global University
  • Python Foundations for Data Handling: Packt
  • Finance for Everyone: Markets: McMaster University
  • GenAI for PR Specialists: Coursera
  • Microsoft Excel: Microsoft
  • Cyber Security: Essentials for Forensics: Macquarie University
  • Python for Security: Packt
  • AI for Education (Intermediate): Kennesaw State University
  • Data Science for Business Innovation: EIT Digital

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