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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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    C

    Coursera

    AppDynamics Monitoring

    Skills you'll gain: MLOps (Machine Learning Operations), Application Performance Management, System Monitoring, Model Deployment, Model Evaluation, Continuous Monitoring, Performance Tuning, Process Optimization, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Root Cause Analysis, Performance Metric, Performance Analysis

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Essential Guide to LLMOps

    Skills you'll gain: LLM Application, MLOps (Machine Learning Operations), Large Language Modeling, Data Processing, Model Deployment, AI Workflows, Prompt Engineering, Responsible AI, Generative AI, Scalability, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Transformation, Continuous Monitoring, Feature Engineering, Natural Language Processing, Artificial Intelligence, Data Collection

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    Introduction to Neural Networks and PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Statistical Methods, Logistic Regression, Tensorflow, Artificial Neural Networks, Probability & Statistics, Regression Analysis, Model Evaluation, Data Preprocessing

    4.4
    Rating, 4.4 out of 5 stars
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    1.9K reviews

    Intermediate · Course · 1 - 3 Months

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    Case Western Reserve University

    Introduction to International Criminal Law

    Skills you'll gain: Criminal Investigation and Forensics, Legal Proceedings, Legal Hearings, Litigation and Civil Justice, International Relations, Legal Strategy, Law, Regulation, and Compliance, Public Safety and National Security, Ethical Standards And Conduct, Case Law, Interactive Learning, Case Studies

    4.8
    Rating, 4.8 out of 5 stars
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    4K reviews

    Mixed · Course · 1 - 3 Months

  • A

    Amazon Web Services

    AWS Cloud Support Associate

    Skills you'll gain: AWS Identity and Access Management (IAM), Infrastructure as Code (IaC), Command-Line Interface, Amazon CloudWatch, AWS CloudFormation, Root Cause Analysis, Amazon DynamoDB, Customer Relationship Building, Network Troubleshooting, Amazon Web Services, Customer Relationship Management, Software Architecture, Linux Commands, Cloud Computing, Linux, Amazon S3, Web Applications, Information Technology, Customer Service, Software Development

    4.8
    Rating, 4.8 out of 5 stars
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    6.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    University of Illinois Urbana-Champaign

    Data Mining

    Skills you'll gain: Data Visualization, Data Visualization Software, Text Mining, Data Presentation, Data Mining, Interactive Data Visualization, Data Storytelling, Dashboard, Tableau Software, Plot (Graphics), Natural Language Processing, Scatter Plots, Unsupervised Learning, Data Mapping, Unstructured Data, Statistical Analysis, Graphing, Predictive Analytics, Big Data, Anomaly Detection

    4.5
    Rating, 4.5 out of 5 stars
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    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

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    University of Virginia

    Digital Product Management

    Skills you'll gain: Usability Testing, Agile Product Development, New Product Development, Continuous Delivery, Agile Software Development, User Story, Product Management, Agile Methodology, Product Testing, Agile Project Management, Team Performance Management, Team Management, Design Thinking, Team Building, Team Leadership, DevOps, Customer Analysis, Innovation, Analytics, Business Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    9.8K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    U

    University of California, Davis

    Search Engine Optimization (SEO)

    Skills you'll gain: Keyword Research, Search Engine Optimization, Persona Development, Search Engine Marketing, Content Creation, Social Media Strategy, Web Analytics and SEO, Social Media, Content Strategy, Social Media Marketing, Competitive Analysis, Target Audience, Data Analysis, Analytics, Digital Media Strategy, Branding, Target Market, Forecasting, Content Development and Management, Content Marketing

    4.6
    Rating, 4.6 out of 5 stars
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    13K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    R

    Rutgers the State University of New Jersey

    Global Procurement and Sourcing

    Skills you'll gain: Strategic Sourcing, Supplier Management, Procurement, Supplier Relationship Management, Supplier Performance Management, Negotiation, Vendor Management, Contract Negotiation, Request For Quotation (RFQ), Case Studies, Stakeholder Management, Contract Management, Purchasing, Market Analysis, Request for Proposal, Competitive Analysis, Risk Management, Vendor Contracts, Supply Management, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    Edureka

    Fine-Tuning & Optimizing Large Language Models

    Skills you'll gain: Model Evaluation, LLM Application, Large Language Modeling, Prompt Engineering, Hugging Face, Transfer Learning, Context Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Google

    Conduct UX Research and Test Early Concepts

    Skills you'll gain: UI/UX Research, Usability Testing, Presentations, User Experience Design, User Research, Mobile Development, Data Ethics, User Centered Design, Research Design, Prototyping, Wireframing, Interviewing Skills, Information Privacy

    4.8
    Rating, 4.8 out of 5 stars
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    6K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
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    Microsoft

    Microsoft Big Data Management and Analytics

    Skills you'll gain: Model Deployment, PySpark, Azure Synapse Analytics, Security Controls, Data Pipelines, Databases, Microsoft Azure, Apache Spark, Cloud Management, Extract, Transform, Load, Power BI, Data Lakes, Scalability, Data Management, Databricks, Data Governance, Data Visualization Software, Generative AI, Big Data, Feature Engineering

    Intermediate · Professional Certificate · 3 - 6 Months

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

  • AppDynamics Monitoring: Coursera
  • Essential Guide to LLMOps: Packt
  • Introduction to Neural Networks and PyTorch: IBM
  • Introduction to International Criminal Law: Case Western Reserve University
  • AWS Cloud Support Associate: Amazon Web Services
  • Data Mining: University of Illinois Urbana-Champaign
  • Digital Product Management: University of Virginia
  • Search Engine Optimization (SEO): University of California, Davis
  • Global Procurement and Sourcing: Rutgers the State University of New Jersey
  • Fine-Tuning & Optimizing Large Language Models: Edureka

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