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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


  • I

    IBM

    Gen AI Foundational Models for NLP & Language Understanding

    Skills you'll gain: PyTorch (Machine Learning Library), Large Language Modeling, Embeddings, Generative AI, Natural Language Processing, Generative Model Architectures, Transfer Learning, Model Optimization, Responsible AI, Data Ethics, Text Mining, Model Training, Artificial Neural Networks, Classification Algorithms, Model Evaluation, Feature Engineering

    4.4 stars, 211 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (211) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Responsible Generative AI

    Skills you'll gain: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Data Ethics, Compliance Management, Consumer Behaviour, AI literacy, AI powered creativity, AI Enablement, Social Impact, Business Risk Management, Law, Regulation, and Compliance, Stakeholder Analysis, Decision Intelligence, Stakeholder Engagement, Risking, Leadership and Management, Risk Management

    4.7 stars, 394 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (394) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Generative AI for Developers - How To Use AI In Your Workday

    Skills you'll gain: Vibe coding, Data Migration, AI Product Strategy, Database Management, Database Design, Technical Writing, Generative AI, Technical Communication, AI literacy, AI Enablement, AI Integrations, Data Validation, Prompt Engineering, Software Documentation, Technical Documentation, Email Automation, AI Workflows, Code Review, Prioritization, Automated External Defibrillator

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • E

    EDUCBA

    Lean Six Sigma Green Belt: Apply & Master Skills

    Skills you'll gain: Lean Six Sigma, Lean Methodologies, Statistical Hypothesis Testing, Six Sigma Methodology, Correlation Analysis, Kaizen Methodology, Process Improvement, Process Improvement and Optimization, Quality Improvement, Sampling (Statistics), Project Management, Data Literacy, Statistical Methods, Business Process, Statistical Modeling, Regression Analysis, Operational Excellence, Project Scoping, Process Capability, Process Analysis

    4.8 stars, 51 reviews, Mixed, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    University of Rochester

    Introduction to Self-Determination Theory: An approach to motivation, development and wellness

    Skills you'll gain: Self-Motivation, Self-Awareness, Motivational Skills, Social Sciences, Mindfulness, Health And Wellness Coaching, Personal Development, Learning Theory, Economics, Policy, and Social Studies, Human Development, Psychology, Employee Engagement, Cultural Diversity, School Psychology, Goal Setting, Goal-Oriented, Coaching, Psychotherapy, Child Development, Relationship Building

    4.8 stars, 529 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (529) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    RAG and Tool Calling with DeepSeek

    Skills you'll gain: Data Validation, AI Workflows, LLM Application, Large Language Modeling, Verification And Validation, Model Evaluation, Embeddings, Generative AI, Data Access, Test Tools, API Gateway, AI Personalization, Vector Databases, Metadata Management, JSON

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University at Buffalo

    ADHD: Everyday Strategies for Elementary Students

    Skills you'll gain: School Psychology, Psychological Evaluations, Classroom Management, Teaching, Behavioral Management, Developmental Disabilities, Instructional Strategies, Psychiatric Assessments, Parent Communication, Mental and Behavioral Health, Behavior Management, Positive Behavior Support, Functional Behavior Assessment, Working With Children, Clinical Assessment, Mental Health Diseases and Disorders, Treatment Planning, Child Development, Planning, Communication

    4.7 stars, 2.4K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.4K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Systems Design, Microarchitecture, System Design and Implementation, Technical Design, Application Specific Integrated Circuits, Digital Design, Design Software, Hardware Architecture, Computer Hardware, Simulations

    4.3 stars, 862 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (862) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    Edureka

    Mastering C# and .NET Development

    Skills you'll gain: C# (Programming Language), ASP.NET, Full-Stack Web Development, .NET Framework, Back-End Web Development, CI/CD, Microsoft Azure, Docker (Software), Web Development, Containerization, Application Deployment, PostgreSQL, Object Oriented Programming (OOP), Cloud Infrastructure, Database Management, Web Development Tools, Database Design, API Design, GitHub, Middleware

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Alberta

    Client Needs and Software Requirements

    Skills you'll gain: Requirements Analysis, Requirements Elicitation, Functional Requirement, Backlogs, User Requirements Documents, Change Control, User Story, System Requirements, Software Design, Acceptance Testing, Agile Methodology, Agile Software Development

    4.8 stars, 3.2K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (3.2K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure Fundamentals AZ-900 Exam Prep

    Skills you'll gain: Cloud Deployment, Patch Management, Microsoft Azure, Cloud Management, Identity and Access Management, Cloud Infrastructure, Cloud Computing, Infrastructure As A Service (IaaS), Cloud Solutions, Cloud Security, Cloud Services, Disaster Recovery, Virtual Machines, Kubernetes, Cloud Platforms, Role-Based Access Control (RBAC), Private Cloud, Virtual Networking, Windows PowerShell, System Monitoring

    4.6 stars, 184 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (184) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Fundamental Neuroscience for Neuroimaging

    Skills you'll gain: Magnetic Resonance Imaging, Neurology, Medical Imaging, Anatomy, Radiology, Experimentation, Research Design, Psychology, Image Analysis, Hemodynamics, Medical Terminology, Biochemistry

    4.7 stars, 2.3K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.3K) · Beginner · 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

  • Gen AI Foundational Models for NLP & Language Understanding: IBM
  • Responsible Generative AI: University of Michigan
  • Generative AI for Developers - How To Use AI In Your Workday: Packt
  • Lean Six Sigma Green Belt: Apply & Master Skills: EDUCBA
  • Introduction to Self-Determination Theory: An approach to motivation, development and wellness: University of Rochester
  • RAG and Tool Calling with DeepSeek: Edureka
  • ADHD: Everyday Strategies for Elementary Students: University at Buffalo
  • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona
  • Mastering C# and .NET Development: Edureka
  • Client Needs and Software Requirements: University of Alberta

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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