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    • Mathematics For Machine Learning

    Mathematics for Machine Learning Courses Online

    Master mathematics for machine learning. Learn about linear algebra, calculus, and probability theory as foundations for building machine learning models.

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    Explore the Mathematics for Machine Learning Course Catalog

    • Status: Free
      Free
      D

      DeepLearning.AI

      Vector Databases: from Embeddings to Applications

      Skills you'll gain: Large Language Modeling, Database Systems, NoSQL, Databases, Algorithms, Semantic Web, Data Mining, Generative AI, Applied Machine Learning, Unsupervised Learning

      4.3
      Rating, 4.3 out of 5 stars
      ·
      6 reviews

      Intermediate · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      W

      Whizlabs

      AWS: Data Protection and Security Governance

      Skills you'll gain: Patch Management, Data Security, Cloud Security, Amazon Web Services, Data Governance, AWS Identity and Access Management (IAM), Cyber Governance, Cloud Management, Key Management, Amazon S3, Amazon CloudWatch, Data Encryption Standard, AWS CloudFormation, Infrastructure as Code (IaC), Public Key Infrastructure, Configuration Management

      4.8
      Rating, 4.8 out of 5 stars
      ·
      8 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      U

      University of Colorado Boulder

      Deep Learning for Natural Language Processing

      Skills you'll gain: Large Language Modeling, Natural Language Processing, Prompt Engineering, Artificial Neural Networks, Deep Learning, PyTorch (Machine Learning Library), ChatGPT, Tensorflow, OpenAI, Artificial Intelligence, Machine Learning Algorithms, Python Programming

      Build toward a degree

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      H

      Howard University

      Building Regression Models with Linear Algebra

      Skills you'll gain: Regression Analysis, Predictive Modeling, Statistical Modeling, Supervised Learning, Scikit Learn (Machine Learning Library), Applied Mathematics, Machine Learning Methods, Linear Algebra, Small Data, Statistical Analysis, NumPy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      6 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Intrusion Detection

      Skills you'll gain: Intrusion Detection and Prevention, Incident Response, Threat Detection, Endpoint Detection and Response, Computer Security Incident Management, Cyber Threat Intelligence, Distributed Denial-Of-Service (DDoS) Attacks, Anomaly Detection, Cybersecurity, Cyber Security Strategy, Threat Management, Continuous Monitoring, System Monitoring, Virtual Machines, Network Security, Event Monitoring, Network Monitoring, Applied Machine Learning, Network Analysis, Data Analysis

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      GenAI for Computer Support Specialists (IT Support)

      Skills you'll gain: Desktop Support, Generative AI, Technical Support and Services, End User Training and Support, System Support, Prompt Engineering, Help Desk Support, Network Support, IT Automation, Product Support, Data Ethics, Artificial Intelligence, Automation

      3.9
      Rating, 3.9 out of 5 stars
      ·
      10 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Project Network

      Perform basic data analysis tasks using Java streams

      Skills you'll gain: Data Import/Export, Data Analysis, Exploratory Data Analysis, Java, Data Manipulation, Java Programming, Statistics

      4.5
      Rating, 4.5 out of 5 stars
      ·
      6 reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Packt

      Securing Hosts, Network, and Edge in AWS

      Skills you'll gain: Amazon Web Services, Distributed Denial-Of-Service (DDoS) Attacks, Infrastructure Security, Cloud Security, Network Security, AWS Identity and Access Management (IAM), Application Security, Firewall, Amazon Elastic Compute Cloud, Endpoint Security, Vulnerability Management, Amazon CloudWatch

      Intermediate · Course · 1 - 4 Weeks

    • Status: Preview
      Preview
      U

      University of Pennsylvania

      Employment Law: The Gig Economy

      Skills you'll gain: Labor Law, Workers Compensation, Labor Relations, Labor Compliance, Employee Relations, Benefits Administration, Regulation and Legal Compliance, Case Law

      5
      Rating, 5 out of 5 stars
      ·
      7 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      L

      L&T EduTech

      Design and Construction of Hydropower Structures

      Skills you'll gain: Construction, Mechanical Engineering, Hydraulics, Construction Engineering, Civil Engineering, Structural Engineering, Water Resources, Construction Management, Environmental Engineering, Energy and Utilities, Safety Training, Engineering Practices, Electrical Power, Mechanical Design, Engineering Management, Engineering Analysis, Geospatial Information and Technology

      Advanced · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Statistical Methods for Computer Science

      Skills you'll gain: Network Analysis, R Programming, Statistical Analysis, Regression Analysis, Statistical Modeling, Statistical Methods, Combinatorics, Bayesian Network, Statistical Hypothesis Testing, Data Analysis, Probability, Probability & Statistics, Bayesian Statistics, Probability Distribution, Simulations, Data Science, Markov Model, Applied Mathematics, Graph Theory, Statistics

      Intermediate · Specialization · 3 - 6 Months

    • Status: Preview
      Preview
      C

      Coursera Instructor Network

      OpenAI: Consistent Response Strategies

      Skills you'll gain: Prompt Engineering, OpenAI, Large Language Modeling, Generative AI, Technical Communication, Sampling (Statistics), Natural Language Processing, Performance Tuning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 1 - 4 Weeks

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    1…831832833834

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

    • Vector Databases: from Embeddings to Applications: DeepLearning.AI
    • AWS: Data Protection and Security Governance: Whizlabs
    • Deep Learning for Natural Language Processing: University of Colorado Boulder
    • Building Regression Models with Linear Algebra: Howard University
    • Intrusion Detection: Johns Hopkins University
    • GenAI for Computer Support Specialists (IT Support): Coursera Instructor Network
    • Perform basic data analysis tasks using Java streams: Coursera Project Network
    • Securing Hosts, Network, and Edge in AWS: Packt
    • Employment Law: The Gig Economy: University of Pennsylvania
    • Design and Construction of Hydropower Structures: L&T EduTech

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