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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


  • U

    University of Colorado Boulder

    Network Analysis for Marketing Analytics

    Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming

    Build toward a degree

    2.8
    Rating, 2.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Advanced Cybersecurity Risk Management

    Skills you'll gain: Incident Response, Risk Management Framework, Cyber Risk, Risk Management, Security Management, Enterprise Risk Management (ERM), Business Risk Management, Cyber Threat Intelligence, Governance Risk Management and Compliance, Continuous Monitoring, Cyber Security Strategy, Security Information and Event Management (SIEM), Threat Detection, ISO/IEC 27001, Control Objectives for Information and Related Technology (COBIT), Key Performance Indicators (KPIs)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Healthcare Ethics

    Skills you'll gain: Informed Consent, Data Ethics, Healthcare Ethics, Medical Privacy, Responsible AI, Healthcare Industry Knowledge, AI Security, Generative AI, Health Information Management, Patient-centered Care, Patient Safety

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI in Litigation and Dispute Resolution

    Skills you'll gain: Responsible AI, Legal Technology, Legal Research, Client Services, Litigation Support, Mediation, Legal Strategy, Generative AI, Electronic Discovery, Artificial Intelligence, AI Workflows, Document Management, Automation

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Building multi-agent systems

    Skills you'll gain: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination

    Intermediate · Course · 1 - 4 Weeks

  • F

    Fractal Analytics

    Generative AI - Your Personal Code Reviewer

    Skills you'll gain: Prompt Engineering, Generative AI, Code Review, Debugging, Responsible AI, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Maintainability, Data Cleansing

    Intermediate · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Infrastructure Automation with Terraform

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Cloud Infrastructure, Google Cloud Platform, Amazon Web Services, Cloud Platforms, Microsoft Azure, Virtual Machines, Virtual Networking, Cloud Storage, Data Store

    4.2
    Rating, 4.2 out of 5 stars
    ·
    11 reviews

    Mixed · Course · 1 - 3 Months

  • A

    AI CERTs

    AI for Health & Nursing

    Skills you'll gain: Nurse Education, Health Informatics, Clinical Data Management, Generative AI Agents, Nursing Process, Nursing, Clinical Informatics, Generative AI, Clinical Documentation, Healthcare Ethics, Nursing Practices, Responsible AI, Health Care, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Healthcare Industry Knowledge, Basic Patient Care, Business Acumen, Physiology, Business

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Data Engineer, Big Data and ML on Google Cloud auf Deutsch

    Skills you'll gain: Model Deployment, Dataflow, Data Pipelines, Google Cloud Platform, Real Time Data, Data Lakes, Data Processing, Dashboard, Data Warehousing, Tensorflow, Data Preprocessing, Apache Spark, Big Data, Extract, Transform, Load, Data Infrastructure, Cloud Storage, Data Migration, Data Storage, Unstructured Data, Data Storage Technologies

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    Advanced Selenium Techniques and Framework Introduction

    Skills you'll gain: Selenium (Software), Test Script Development, Test Automation, Test Case, Software Testing, Cascading Style Sheets (CSS), Application Frameworks, Browser Compatibility, Javascript and jQuery, Web Scraping, Automation, Python Programming, Hypertext Markup Language (HTML)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    Amazon Web Services

    DevOps and AI on AWS: CI/CD for Generative AI Applications

    Skills you'll gain: Infrastructure as Code (IaC), Amazon CloudWatch, CI/CD, AWS CloudFormation, Application Deployment, Continuous Deployment, Cloud Deployment, Amazon Web Services, Continuous Integration, Model Deployment, DevOps, Cloud Management, Generative AI, Cloud Applications, System Monitoring, Automation, Continuous Monitoring

    4.4
    Rating, 4.4 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Python NLTK for Beginners: Customer Satisfaction Analysis

    Skills you'll gain: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

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

  • Network Analysis for Marketing Analytics: University of Colorado Boulder
  • Advanced Cybersecurity Risk Management: Board Infinity
  • GenAI for Healthcare Ethics: Coursera
  • GenAI in Litigation and Dispute Resolution: Coursera
  • Building multi-agent systems: Microsoft
  • Generative AI - Your Personal Code Reviewer: Fractal Analytics
  • Infrastructure Automation with Terraform: Whizlabs
  • AI for Health & Nursing: AI CERTs
  • Data Engineer, Big Data and ML on Google Cloud auf Deutsch: Google Cloud
  • Advanced Selenium Techniques and Framework Introduction: 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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