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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


  • J

    Johns Hopkins University

    Differential Calculus through Data and Modeling

    Skills you'll gain: Calculus, Applied Mathematics, Data Modeling, Model Optimization, Estimation, Graphing, Mathematical Modeling, Data Analysis Software, Algebra, Cost Estimation, Mathematical Software, Linear Algebra, Trigonometry, General Mathematics, Advanced Mathematics, Analysis, Derivatives, Mathematical Theory & Analysis, Geometry, Data Analysis

    4.8 stars, 400 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Software Development Processes and Methodologies

    Skills you'll gain: Software Development Methodologies, Agile Methodology, Software Engineering, Software Development Life Cycle, Requirements Analysis, Application Deployment, Agile Software Development, Software Architecture, Software Development, Verification And Validation, Process Driven Development, Waterfall Methodology, System Requirements, Software Testing, Development Testing

    4.7 stars, 2.1K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (2.1K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • N

    Nanjing University

    心理学与生活

    Skills you'll gain: Child Development, Psychology, Childhood Education and Development, Culture, Human Development, Social Sciences, Human Learning, Learning Theory, Personal Development, Self-Awareness, Emotional Intelligence, Motivational Skills, Stress Management

    4.8 stars, 931 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (931) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Payment Fraud & Dispute Resolution + PCI‑DSS Training

    Skills you'll gain: Payment Card Industry (PCI) Data Security Standards, Credit/Debit Card Processing, Merchant Services, Payment Processing, Payment Systems, Payment Processing and Collection, Arbitration, Loss Prevention, Customer Complaint Resolution, Claims Processing, Security Controls, Auditing, Security Strategy, Conflict Management, Transaction Processing, Negotiation, Information Technology, Business, Finance, Securities (Finance)

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
  • M

    MedCerts

    Medical Billing and Coding Essentials

    Skills you'll gain: Revenue Cycle Management, Medical Billing, Medical Billing and Coding, Electronic Medical Record System, Medical Coding, Medical History Documentation, Medical Records, ICD Coding (ICD-9/ICD-10), Electronic Medical Record, Health Care Procedure and Regulation, Health Information Management and Medical Records, CPT Coding, Medical Office Procedures, Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Healthcare Industry Knowledge, Patient Registration, Health Information Management, Managed Care, Payment Processing

    4.7 stars, 650 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (650) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Java Programming: Arrays, Lists, and Structured Data

    Skills you'll gain: File I/O, Object Oriented Design, Java Programming, Object Oriented Programming (OOP), Data Structures, Java, Cryptography, Software Engineering, Computer Programming, Algorithms, Encryption, Data Store, Program Development, Web Analytics and SEO, Data Import/Export, Web Servers, File Management

    4.6 stars, 3.2K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (3.2K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Diabetes Disease Detection with XG-Boost and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Data Visualization, Exploratory Data Analysis, Scientific Visualization, Applied Machine Learning, Model Training, Classification Algorithms, Predictive Modeling, Deep Learning, Data Analysis, Predictive Analytics, Machine Learning Algorithms, Model Evaluation, Machine Learning, Diagnostic Tests, Python Programming

    4.9 stars, 10 reviews, Beginner, Guided Project, Less Than 2 Hours

    ★ 4.9 (10) · Beginner · Guided Project · Less Than 2 Hours

  • T

    The Expert Academy

    Buyer Decision Making: Behaviour, Influence And Ethics

    Skills you'll gain: Negotiation, Consumer Behaviour, Stakeholder Engagement, Behavioral Economics, Stakeholder Communications, Decision Making, Influencing, Stakeholder Management, Marketing Psychology, Sales, General Sales Practices, Problem Solving, Critical Thinking and Problem Solving, Strategic Decision-Making, Customer Analysis, Business Ethics, Analysis, Overcoming Objections, Persuasive Communication, Trustworthiness

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft AI Agents: From Foundations to Applications

    Skills you'll gain: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, Docker (Software), Application Deployment, Agentic Workflows, AI Workflows, Generative AI Agents, Retrieval-Augmented Generation, Prompt Patterns, Microsoft Azure, LangChain, Artificial Intelligence, Microservices, Natural Language Processing, Serverless Computing, Reinforcement Learning, Distributed Computing

    3.3 stars, 33 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 3.3 (33) · Intermediate · Professional Certificate · 3 - 6 Months

    Category: Top AI program
    Top AI program
    Status: Free trial
    Free trial
  • M

    Microsoft

    Core Service Administration

    Skills you'll gain: Microsoft 365, Microsoft Teams, Azure Active Directory, Microsoft Office, Microsoft Azure, User Provisioning, Multi-Tenant Cloud Environments, Collaborative Software, Help Desk Support, Document Management, Microsoft Copilot, System Configuration, Role-Based Access Control (RBAC), Cloud Services, User Accounts, Technical Support, Technical Communication, Identity and Access Management, Cloud Storage, File Management

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Politecnico di Milano

    Technologies and platforms for Artificial Intelligence

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Infrastructure Architecture, Cloud Platforms, Deep Learning, Hardware Architecture, Computing Platforms, Information Technology, Internet Of Things, Embedded Software, Cloud Computing, Embedded Systems, Distributed Computing, Data Centers

    4.8 stars, 96 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (96) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    Microsoft

    Microsoft Azure Developer Associate (AZ-204) Exam Prep

    Skills you'll gain: Cloud Deployment, Cloud Development, Microsoft Azure, Serverless Computing, Software Development, Cloud Security, Virtual Machines, Data Store, Data Storage, Continuous Deployment, Development Environment, Cloud Storage, Cloud Management, Application Deployment, Cloud Applications, Virtualization and Virtual Machines, Data Security, Cloud Computing, Microsoft Power Automate/Flow, C# (Programming Language)

    4.5 stars, 301 reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.5 (301) · Intermediate · Professional Certificate · 3 - 6 Months

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

  • Differential Calculus through Data and Modeling: Johns Hopkins University
  • Software Development Processes and Methodologies: University of Minnesota
  • 心理学与生活: Nanjing University
  • Payment Fraud & Dispute Resolution + PCI‑DSS Training: Packt
  • Medical Billing and Coding Essentials: MedCerts
  • Java Programming: Arrays, Lists, and Structured Data: Duke University
  • Diabetes Disease Detection with XG-Boost and Neural Networks: Coursera
  • Buyer Decision Making: Behaviour, Influence And Ethics: The Expert Academy
  • Microsoft AI Agents: From Foundations to Applications: Microsoft
  • Core Service Administration: Microsoft

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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