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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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    Logical Operations

    Project Management: Applying Predictive and Adaptive Methods

    Skills you'll gain: Cost Management, Project Risk Management, Project Schedules, Project Closure, Cost Estimation, Project Performance, Project Management, Project Scoping, Project Planning, Scope Management, Team Leadership, Sprint Planning, Agile Project Management, Vendor Management, Change Control, Communication Planning, Sprint Retrospectives, Leadership, Conflict Management, Leadership Development

    Intermediate · Specialization · 3 - 6 Months

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    Alex Genadinik

    LinkedIn Lead Generation And Professional LinkedIn Profile

    Skills you'll gain: LinkedIn, Lead Generation, Sales Prospecting, Prospecting and Qualification, B2B Sales, Sales Pipelines, Business Marketing, Professional Networking, Relationship Building, Copywriting, Branding, Automation

    Mixed · Course · 1 - 4 Weeks

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    IBM

    Introduction to Data Engineering

    Skills you'll gain: Data Store, Extract, Transform, Load, Data Architecture, Data Pipelines, Big Data, Data Warehousing, Data Governance, Apache Hadoop, Relational Databases, Apache Spark, Data Lakes, Databases, SQL, NoSQL, Data Security, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Noise, Vibration & Harshness (NVH) Testing

    Skills you'll gain: Vibrations, Test Engineering, Product Testing, Performance Testing, Human Factors, Engineering Analysis, Digital Signal Processing, Laboratory Testing, Scientific Visualization, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    The Museum of Modern Art

    Fashion as Design: Silhouettes and Icons

    Skills you'll gain: Storytelling, Design Elements And Principles

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Tweet Emotion Recognition with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Tensorflow, Python Programming, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    174 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    SAP: Post Invoices, Track Payments

    Skills you'll gain: Accounts Payable, Accounts Payable and Receivable, Invoicing, Billing & Invoicing, Data Entry, Payment Processing and Collection, Transaction Processing, SAP Applications, Accounting Systems, Accounting and Finance Software, Accounting Records, General Ledger, Enterprise Resource Planning

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze & Apply Derivative Swaps, Futures, and Options

    Skills you'll gain: Derivatives, Futures Exchange, Financial Analysis, Financial Acumen, Financial Trading, Financial Market, Financial Management, Securities Trading, Risk Management, Market Data, Capital Markets, Portfolio Risk, Portfolio Management, Equities, International Finance, Credit Risk, Cash Flows

    Beginner · Course · 1 - 3 Months

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    Coursera

    Project Timelines with Asana

    Skills you'll gain: Project Schedules, Scheduling, Stakeholder Communications, Timelines, Dependency Analysis, Milestones (Project Management), Stakeholder Management, Project Management Software, Project Management, Project Planning, Project Coordination, Conflict Management

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    Developing Explainable AI (XAI)

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Generative AI, Artificial Intelligence, AI Product Strategy, Machine Learning, Machine Learning Methods, Model Evaluation, Data Literacy, Artificial Neural Networks, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    56 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Ludwig-Maximilians-Universität München (LMU)

    Competitive Strategy

    Skills you'll gain: Business Strategy, Game Theory, Strategic Thinking, Competitive Analysis, Strategic Partnership, Product Strategy, Strategic Decision-Making, New Product Development, Market Analysis, Innovation

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Automate, Prioritize, and Project Backlogs

    Skills you'll gain: Backlogs, AI Enablement, Business Process Automation, Project Management Software, Strategic Prioritization, Workflow Management, Prioritization, Project Management, Administrative Support, Automation, Delegation Skills, Generative AI Agents

    Beginner · Course · 1 - 4 Weeks

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

  • Project Management: Applying Predictive and Adaptive Methods: Logical Operations
  • LinkedIn Lead Generation And Professional LinkedIn Profile: Alex Genadinik
  • Introduction to Data Engineering: IBM
  • Noise, Vibration & Harshness (NVH) Testing: Coursera
  • Fashion as Design: Silhouettes and Icons: The Museum of Modern Art
  • Tweet Emotion Recognition with TensorFlow: Coursera
  • SAP: Post Invoices, Track Payments: Coursera
  • Analyze & Apply Derivative Swaps, Futures, and Options: EDUCBA
  • Project Timelines with Asana: Coursera
  • Developing Explainable AI (XAI): Duke University

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