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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


  • T

    The Hong Kong University of Science and Technology

    Numerical Methods for Engineers

    Skills you'll gain: Matlab, Numerical Analysis, Mathematical Software, Linear Algebra, Differential Equations, Applied Mathematics, Simulation and Simulation Software, Computational Thinking, Integral Calculus, Scripting, Simulations, Calculus, Plot (Graphics), Algorithms

    4.9 stars, 447 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (447) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • T

    Technical University of Denmark (DTU)

    Antimicrobial resistance - theory and methods

    Skills you'll gain: Laboratory Testing, Quality Assurance, Infection Control, Microbiology, Infectious Diseases, Diagnostic Tests, Bioinformatics, Medical Laboratory, Clinical Laboratory Science, Molecular, Cellular, and Microbiology, Epidemiology, Public Health and Disease Prevention, Public Health, Pharmacology, Health Policy, Molecular Biology

    4.7 stars, 2.6K reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (2.6K) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    n8n + AI for Beginners - Business Automation Essentials

    Skills you'll gain: Agentic Workflows, Agentic systems, Email Automation, AI Workflows, Business Process Automation, Generative AI Agents, Docker (Software), AI Orchestration, Automation, Workflow Management, Model Evaluation, Development Environment, Containerization, Application Programming Interface (API), Cloud Deployment, JSON, Application Deployment, Data Pipelines, Tool Calling, Cloud Hosting

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • E

    Erasmus University Rotterdam

    Introduction to Economic Theories

    Skills you'll gain: Consumer Behaviour, Market Dynamics, Financial Market, Economics, Financial Policy, Economic Development, Tax, Economics, Policy, and Social Studies, Public Policies, Environmental Issue, Social Sciences, Labor Relations, Socioeconomics, Sustainable Development, Supply And Demand, Behavioral Economics, Governance, Decision Making

    4.5 stars, 393 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.5 (393) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Colorado Boulder

    Master of Science in Data Science

    Skills you'll gain: Prompt Engineering, New Product Development, Model Based Systems Engineering, Model Evaluation, Generative AI, Financial Statement Analysis, Agile Project Management, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Strategic Decision-Making, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Failure Analysis, Data Ethics, Goal Setting, Database Design, Data Visualization

    Degree · 1 - 4 Years

    Category: Job ready
    Job ready
  • D

    Duke University

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, OpenAI API, Data Import/Export, Pandas (Python Package), Generative AI, Application Programming Interface (API), Large Language Modeling, Data Processing, Data Management, Python Programming, Machine Learning

    4.4 stars, 51 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (51) · Intermediate · Guided Project · Less Than 2 Hours

  • I

    IESE Business School

    Finance for Managers

    Skills you'll gain: Financial Statements, Financial Management, Financial Acumen, Management Accounting, Finance, Business Metrics, Accounts Payable and Receivable, Business Analysis

    4.8 stars, 1.1K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (1.1K) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    L&T EduTech

    Instrumentation and Control Systems in Power Plants

    Skills you'll gain: Automation Engineering, Plant Operations and Management, Control Systems, Engineering, Scientific, and Technical Instruments, Engineering Drawings, Process Control, Machine Controls, Electric Power Systems, Electrical Power, Communication Systems, General Networking, Network Protocols, Wireless Networks, System Monitoring, Mechanical Engineering, Digital Communications, Process Analysis, Equipment Design, Systems Of Measurement

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Northwestern University

    Modern Robotics, Course 2: Robot Kinematics

    Skills you'll gain: Robotics, Mathematical Modeling, Mathematical Software, Applied Mathematics, Mechanics, Simulation and Simulation Software, Engineering, Virtual Environment, Torque (Physics), Numerical Analysis

    4.9 stars, 302 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (302) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Alberta Machine Intelligence Institute

    실용 머신 러닝 소개

    Skills you'll gain: Data Ethics, Machine Learning, Applied Machine Learning, Data Preprocessing, Business Priorities, Training Records Management, Operational Data Store, Product Lifecycle Management, Machine Learning Methods, Data Collection, Model Training, AI Enablement, Data Processing, Business Requirements

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    Generative AI for Healthcare

    Skills you'll gain: Large Language Modeling, Prompt Engineering, LLM Application, Generative AI, Prompt Engineering Tools, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Google Cloud Platform, Artificial Intelligence, Supervised Learning, Machine Learning, Fine-tuning

    3.9 stars, 75 reviews, Intermediate, Course, 1 - 3 Months

    ★ 3.9 (75) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • P

    Packt

    Data Ingestion, Analysis, and Monitoring in Sumo Logic

    Skills you'll gain: System Monitoring, Dashboard, Security Information and Event Management (SIEM), Dashboard Creation, Site Reliability Engineering, Event Monitoring, Network Monitoring, Continuous Monitoring, Analytics, Data Cleansing, Data Processing, Data Preprocessing, System Configuration, Data Integration, Query Languages, Analysis, Data Analysis, Performance Tuning, Cybersecurity, Incident Response

    Intermediate · Course · 1 - 3 Months

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

  • Numerical Methods for Engineers: The Hong Kong University of Science and Technology
  • Antimicrobial resistance - theory and methods: Technical University of Denmark (DTU)
  • n8n + AI for Beginners - Business Automation Essentials: Packt
  • Introduction to Economic Theories: Erasmus University Rotterdam
  • Master of Science in Data Science: University of Colorado Boulder
  • Introduction to Retrieval Augmented Generation (RAG): Duke University
  • Finance for Managers: IESE Business School
  • Instrumentation and Control Systems in Power Plants: L&T EduTech
  • Modern Robotics, Course 2: Robot Kinematics: Northwestern University
  • 실용 머신 러닝 소개: Alberta Machine Intelligence Institute

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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