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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Popular Applied Machine Learning Courses and Certifications


  • D

    Duke University

    Local LLMs with llamafile

    Skills you'll gain: LLM Application, Model Deployment, Real Time Data, Large Language Modeling, Application Deployment, System Monitoring, Generative AI, Open Source Technology, Cross Platform Development, Application Programming Interface (API), Machine Learning

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Pearson

    CISA Certified Information Systems Auditor

    Skills you'll gain: Enterprise Risk Management (ERM), IT Management, Business Continuity, Data Security, Business Continuity Planning, Disaster Recovery, Audit Planning, Information Technology, Risk Management, Data Validation, Data Management, Compliance Management, Risk Mitigation, Data Governance, Technology Strategies, Information Assurance, Security Controls, Law, Regulation, and Compliance, Project Risk Management, Auditing

    4.2
    Rating, 4.2 out of 5 stars
    ·
    26 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Agile Workflows with TFS: Track, Control & QA Projects

    Skills you'll gain: Issue Tracking, Dashboard Creation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    SkillUp

    Product Owner: Communications & Stakeholder Management

    Skills you'll gain: Backlogs, Stakeholder Communications, Virtual Teams, Stakeholder Management, Communication Planning, Agile Project Management, Stakeholder Engagement, Agile Software Development, Agile Product Development, Agile Methodology, Communication, Communication Strategies, Collaborative Software, Cross-Functional Collaboration, Cross-Functional Team Leadership, Negotiation, Conflict Management, Product Management, Product Requirements, User Story

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Terraform Fundamentals

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Virtual Machines, Cloud Deployment, Google Cloud Platform, Cloud Infrastructure, Virtualization and Virtual Machines, Software Installation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Toronto

    Gender Analytics Capstone Project

    Skills you'll gain: Human Centered Design, Design Thinking, Change Management, Storytelling, Organizational Change, Data Storytelling, Data Analysis, Complex Problem Solving, Social Impact, Stakeholder Analysis, Persuasive Communication, Innovation, Quantitative Research, Strategic Communication, Analytics, Ideation, Diversity and Inclusion, Qualitative Research, Diversity Awareness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Statistics and Data Analysis with Excel: Intermediate

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Data Presentation, Correlation Analysis, Microsoft Excel, Spreadsheet Software, Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Statistical Methods, Excel Formulas, Statistical Analysis, Sampling (Statistics), Data Analysis Software, Descriptive Statistics, Predictive Modeling, Variance Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    E

    EDUCBA

    PySide2 Project - Employee Management Application

    Skills you'll gain: Web Frameworks

    4.8
    Rating, 4.8 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Content & Social Media Marketing

    Skills you'll gain: Content Marketing, Social Media Marketing, Social Media, Web Analytics and SEO, Content Management, Content Management Systems, Social Media Management, Social Media Content, Content Strategy, Social Media Strategy, LinkedIn, Digital Marketing Tools, Marketing Strategies, Marketing Strategy and Techniques, Content Development and Management, Persona Development, Storytelling, Productivity, Social Media Campaigns, Social Media Analytics

    Beginner · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    Apply Multisim GUI Skills for Circuit Design

    Skills you'll gain: User Interface (UI), Simulation and Simulation Software, Verification And Validation, Electronics, Simulations, Software Visualization, Electronic Components, Technical Design, Design Software, Diagram Design, Debugging, Graphical Tools, Design, Computer-Aided Design, File Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    8 Most Controversial Terms in AI, Explained

    Skills you'll gain: Artificial Intelligence, AI literacy, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning, Model Evaluation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

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

  • Local LLMs with llamafile: Duke University
  • CISA Certified Information Systems Auditor: Pearson
  • Agile Workflows with TFS: Track, Control & QA Projects: EDUCBA
  • Product Owner: Communications & Stakeholder Management: SkillUp
  • Terraform Fundamentals: Google Cloud
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Gender Analytics Capstone Project: University of Toronto
  • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
  • PySide2 Project - Employee Management Application: EDUCBA
  • Content & Social Media Marketing: EDUCBA

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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