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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


  • E

    EDUCBA

    Microsoft Azure: Cloud Solutions Mastery

    Skills you'll gain: Responsible AI, Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Relational Databases, Cloud Applications, AI Personalization, Power BI, Performance Tuning, Cloud Hosting, Model Deployment, Anomaly Detection, Cloud Platforms, Cloud Services, .NET Framework, Cloud Management, Performance Analysis, Cloud Development, Azure DevOps, Big Data

    ★ 4.8 (242) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Splunk Administration and Advanced Topics

    Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Model Training, Incident Response, User Accounts, Machine Learning Methods, Security Information and Event Management (SIEM), Machine Learning Software, User Provisioning, Model Evaluation, Authorization (Computing), Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Identity and Access Management, Security Management

    ★ 4.8 (51) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • H

    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • G

    Google Cloud

    Computer Vision Fundamentals with Google Cloud

    Skills you'll gain: Model Optimization, Convolutional Neural Networks, Tensorflow, Model Training, Computer Vision, Image Analysis, Transfer Learning, Applied Machine Learning, Model Evaluation, Artificial Neural Networks, Fine-tuning, Deep Learning, Google Cloud Platform, Data Preprocessing, Classification Algorithms, Small Data, Cloud API

    ★ 4.6 (549) · Advanced · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • L

    Lund University

    The Mental Health Clinician and AI

    Skills you'll gain: Large Language Modeling, Precision Medicine, Artificial Intelligence, Mental Health Therapies, Patient Evaluation, Mental Health Diseases and Disorders, Risking, Ethical Standards And Conduct, Law, Regulation, and Compliance, Generative AI, Health Technology, Machine Learning, Diagnostic Tests, AI Personalization, Regulation and Legal Compliance, Patient-centered Care, Human Centered Design, Mental and Behavioral Health, Mental Health, Data Security

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • U

    University of Illinois Urbana-Champaign

    Instructional Design Foundations and Applications

    Skills you'll gain: Instructional and Curriculum Design, Needs Assessment, Instructional Design, Learning Theory, Diversity and Inclusion, Training and Development, People Development, Education and Training, Pedagogy, Instructional Strategies, Systems Analysis, Job Analysis, Process Analysis, Analysis, Learning Styles

    ★ 4.1 (888) · Mixed · Course · 1 - 3 Months

  • T

    The University of Edinburgh

    Animal Behaviour and Welfare

    Skills you'll gain: Pain Management, Applied Behavior Analysis, Scientific Methods, Behavior Management, Psychological Evaluations, Stress Management, Empathy & Emotional Intelligence, Ethical Standards And Conduct, Science and Research

    ★ 4.8 (5.4K) · Mixed · Course · 1 - 3 Months

  • U

    University of Illinois Urbana-Champaign

    Business Analytics

    Skills you'll gain: Data Governance, Data Storytelling, Marketing Analytics, Business Workflow Analysis, Business Analytics, Data-Driven Marketing, Accounting, Responsible AI, Data Management, Data Visualization Software, Internal Controls, Classification Algorithms, Internal Auditing, Data-Driven Decision-Making, Analytical Skills, Business Analysis, Analytics, Data Analysis, Power BI, Machine Learning

    ★ 4.6 (1.2K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • U

    University of Colorado System

    School Health for Children and Adolescents

    Skills you'll gain: Autism Spectrum Disorders, Individualized Education Programs (IEP), Special Education, Nutrition Education, Community Health, School Psychology, Chronic Diseases, Case Studies, Nutrition and Diet, Empathy & Emotional Intelligence, Health Education, Health Promotion, School Counseling, Developmental Disabilities, Mental and Behavioral Health Specialties, Parent Communication, Care Management, Communication Disorders, Pediatric First Aid, Behavioral Health

    ★ 4.8 (3.5K) · Beginner · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    IBM Project Manager

    Skills you'll gain: User Story, Risk Management, Team Motivation, Stakeholder Engagement, Project Planning, Peer Review, Agile Software Development, Scrum (Software Development), Project Management Life Cycle, Risk Management Framework, Project Management Institute (PMI) Methodology, Stakeholder Management, Agile Methodology, Stakeholder Communications, Project Management, Interviewing Skills, Professional Networking, Leadership, Agile Project Management, Communication

    ★ 4.8 (5.8K) · Beginner · Professional Certificate · 3 - 6 Months

    Category: Bestseller
    Bestseller
  • E

    EDUCBA

    Embedded Software Development with C

    Skills you'll gain: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Memory Management, Integrated Development Environments, Computer Programming Tools, Development Environment, System Programming, Software Development Tools, Program Development, Hardware Architecture, Systems Architecture, Eclipse (Software), Data Structures, Build Tools, C and C++, Programming Principles, Microarchitecture

    ★ 4.4 (287) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • I

    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Model Deployment, Apache Spark, Data Pipelines, PySpark, Model Training, Applied Machine Learning, Model Optimization, Machine Learning Algorithms, Docker (Software), Machine Learning, Data Science, Python Programming, Design Thinking

    ★ 4.3 (63) · Advanced · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Microsoft Azure: Cloud Solutions Mastery: EDUCBA
  • Splunk Administration and Advanced Topics: EDUCBA
  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Computer Vision Fundamentals with Google Cloud: Google Cloud
  • The Mental Health Clinician and AI: Lund University
  • Instructional Design Foundations and Applications: University of Illinois Urbana-Champaign
  • Animal Behaviour and Welfare: The University of Edinburgh
  • Business Analytics: University of Illinois Urbana-Champaign
  • School Health for Children and Adolescents: University of Colorado System
  • IBM Project Manager: IBM

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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