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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


  • I

    Illinois Tech

    Systems Integration - Bachelor's

    Skills you'll gain: DevSecOps, DevOps, User Centered Design, Usability, Systems Integration, User Experience Design, Systems Analysis, System Implementation, Human Computer Interaction, Application Security, Agile Methodology, Information Systems, Software Development, CI/CD, Secure Coding, Security Testing, User Feedback, Project Management Software, Information Technology, Database Management Systems

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Prompt Engineering, Model Evaluation, Data Preprocessing, Application Development, Model Deployment, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • A

    Alex Genadinik

    Build Healthy Habits With Latest Neuroscience Research

    Skills you'll gain: Personal Development, Goal Setting, Productivity, Self-Discipline, Health And Wellness Coaching, Exercise Science, Persistence, Learning Strategies, Neurology, Endocrinology, Adaptability, Nutrition and Diet, Mindfulness

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    生成式 AI:瞭解基礎概念

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Large Language Modeling, Model Deployment, Google Cloud Platform, Unstructured Data, Artificial Intelligence, Deep Learning, Machine Learning, Data Quality, Innovation

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Computer Graphics, User Interface (UI), Scripting

    Mixed · Course · 1 - 3 Months

  • S

    Starweaver

    Advanced Strategic Threat Intelligence Research & Reporting

    Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cybersecurity, Data Storytelling, Verbal Communication Skills, Vulnerability Assessments, Incident Response, Risk Analysis, Communication, Infrastructure Security, Analysis, Stakeholder Communications

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Technical Writing for Software Developers

    Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Cloud Support Associates

    Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Master C# and SQL by Building Applications

    Skills you'll gain: Microsoft SQL Servers, Stored Procedure, Database Management, SQL, Database Development, C# (Programming Language), Application Development, Development Environment, Microsoft Visual Studio, User Interface (UI), Data Access, Email Automation, Document Management

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Automation with Ansible - Hands-on DevOps

    Skills you'll gain: Ansible, Infrastructure as Code (IaC), DevOps, Kubernetes, YAML, Docker (Software), Automation, Debugging, Security Controls, Microsoft Windows, Configuration Management

    Intermediate · Course · 3 - 6 Months

  • G

    Google Cloud

    AI Generatif: Memahami Konsep Dasar

    Skills you'll gain: Responsible AI, Generative AI, Large Language Modeling, Google Cloud Platform, Data Literacy, Unstructured Data, Data Ethics, Artificial Intelligence, AI Security, Business Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    AI for Marketing: SWOT Analysis

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, Competitive Analysis, AI Enablement, Case Studies, Responsible AI, Analysis, Business Ethics, Ethical Standards And Conduct, Corporate Strategy

    Beginner · Course · 1 - 4 Weeks

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

  • Systems Integration - Bachelor's: Illinois Tech
  • H2O Gen AI Ecosystem Overview - Level 1: H2O.ai
  • Build Healthy Habits With Latest Neuroscience Research: Alex Genadinik
  • 生成式 AI:瞭解基礎概念: Google Cloud
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Advanced Strategic Threat Intelligence Research & Reporting: Starweaver
  • Technical Writing for Software Developers: Packt
  • GenAI for Cloud Support Associates: Coursera
  • Master C# and SQL by Building Applications: Packt
  • Automation with Ansible - Hands-on DevOps: Packt

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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