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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


  • B

    Board Infinity

    Logical & Analytical Reasoning — Exam & Recruitment Prep

    Skills you'll gain: Critical Thinking and Problem Solving, Logical Reasoning, Analytical Skills, Deductive Reasoning, Critical Thinking, Problem Solving, Complex Problem Solving, Computational Logic, Applied Mathematics, Combinatorics, Geometry, Arithmetic

    2.7
    Rating, 2.7 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Lausanne

    Accounting 2

    Skills you'll gain: Mergers & Acquisitions, Equities, Tax, Tax Management, Accounting, Accounts Payable and Receivable, Accounts Receivable, Fixed Asset, Securities (Finance), Corporate Tax, Inventory Accounting, Financial Management, Asset Management, Financial Accounting, Corporate Accounting, Depreciation, Financial Statement Analysis, Corporate Finance, Financial Statements, Consolidation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Hot New Release
    Hot New Release
    K

    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Prompt Engineering Tools, Risking, Data Ethics, Workflow Management, Team Performance Management, Generative AI Agents, Agentic Workflows, AI powered creativity, Content Development and Management, Goal Setting, Document Management, Generative AI, Microsoft Excel, Productivity, Microsoft PowerPoint, Business Communication

    4.2
    Rating, 4.2 out of 5 stars
    ·
    31 reviews

    Beginner · Specialization · 3 - 6 Months

  • A

    AI CERTs

    AI in Real Estate

    Skills you'll gain: Responsible AI, Property and Real Estate, Tensorflow, Real Estate, Artificial Intelligence, Applied Machine Learning, Keras (Neural Network Library), Data Ethics, Lead Generation, AI Personalization, Property Management, Fraud detection, Data-Driven Marketing, Marketing Strategies, AI Integrations, Marketing Automation, Machine Learning, Investment Management, Investments, Predictive Analytics

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Exploratory Data Analysis With Python and Pandas

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Plot (Graphics), Matplotlib, Seaborn, Data Cleansing, Data Visualization, Pandas (Python Package), Data Analysis, Data Manipulation, NumPy, Data Science, Statistical Analysis, Data Wrangling, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    445 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Networking in Google Cloud: Routing and Addressing

    Skills you'll gain: Network Routing, Network Security, TCP/IP, Firewall, Routing Protocols, Google Cloud Platform, Virtual Networking, Network Administration, Cloud Services

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.1K reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Getting Started with Generative AI API

    Skills you'll gain: OpenAI API, Fine-tuning, Prompt Engineering, OpenAI, Large Language Modeling, ChatGPT, Multimodal Prompts, Application Performance Management, Generative Model Architectures, Generative AI, LLM Application, Image Analysis, Photo Editing, Token Optimization, Application Programming Interface (API), Animations, Tool Calling, File Management, Python Programming, Computer Science

    3.9
    Rating, 3.9 out of 5 stars
    ·
    36 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Copenhagen Business School

    Innovation Strategy: Developing Your Fintech strategy

    Skills you'll gain: FinTech, Digital Transformation, Innovation, Financial Services, Business Transformation, Technology Strategies, Banking, Business Strategy, IT Management, Organizational Strategy, Organizational Development, Strategic Partnership, Organizational Structure

    4.6
    Rating, 4.6 out of 5 stars
    ·
    283 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Applied Object Detection & Segmentation

    Skills you'll gain: Model Evaluation, Model Optimization, Model Deployment, MLOps (Machine Learning Operations), Transfer Learning, Image Quality, Model Training, Image Analysis, Analysis, Computer Vision, Tensorflow, Data Quality, Failure Analysis, Data Pipelines, Deep Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Performance Analysis, Docker (Software), Python Programming

    Intermediate · Specialization · 1 - 3 Months

  • T

    Technion - Israel Institute of Technology

    Action-Driven Business Plan: From the ‘Classroom’ to the World

    Skills you'll gain: Business Planning, Entrepreneurship, Market Research, Plan Execution, Market Analysis, Financial Modeling, Proposal Writing, Market Opportunities, New Product Development, Business Development, Video Production, Project Planning, Product Development, Professional Networking, Presentations, Operating Budget, Cash Flow Forecasting, Ideation, Risk Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    341 reviews

    Mixed · Course · 1 - 3 Months

  • W

    Wesleyan University

    Writing in First Person Point of View

    Skills you'll gain: Storytelling, Writing, Self-Awareness, English Language

    4.7
    Rating, 4.7 out of 5 stars
    ·
    120 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Advanced Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Forecasting, Machine Learning Methods, Random Forest Algorithm, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

1…734735736…834

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

  • Logical & Analytical Reasoning — Exam & Recruitment Prep: Board Infinity
  • Accounting 2: University of Lausanne
  • Microsoft 365 Copilot: Boost Productivity & Build Agents: Knowledge Accelerators
  • AI in Real Estate: AI CERTs
  • Exploratory Data Analysis With Python and Pandas: Coursera
  • Networking in Google Cloud: Routing and Addressing: Google Cloud
  • Getting Started with Generative AI API: Codio
  • Innovation Strategy: Developing Your Fintech strategy: Copenhagen Business School
  • Applied Object Detection & Segmentation: Coursera
  • Action-Driven Business Plan: From the ‘Classroom’ to the World: Technion - Israel Institute of Technology

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