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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


  • M

    Michigan State University

    Transmedia Writing

    Skills you'll gain: Game Design, Peer Review, Storytelling, Video Game Development, Writing, Content Creation, Creative Thinking, Active Listening, Constructive Feedback, Storyboarding

    4.4
    Rating, 4.4 out of 5 stars
    ·
    66 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Business intelligence and data analytics: Generate insights

    Skills you'll gain: SAS (Software), Business Analytics, Dashboard, Data-Driven Decision-Making, Analytical Skills, Business Intelligence, Data Analysis, Forecasting, Trend Analysis, Histogram, Business Ethics, Correlation Analysis, Time Series Analysis and Forecasting, Statistics, Predictive Modeling, Innovation, Sustainable Business

    4.6
    Rating, 4.6 out of 5 stars
    ·
    465 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Modeling, Statistical Modeling, Data Analysis, Analytics, Regression Analysis, Pandas (Python Package), Model Evaluation, Python Programming, Probability, Ethical Standards And Conduct

    4.5
    Rating, 4.5 out of 5 stars
    ·
    41 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Intermediate Java Development: Spring, Databases, Deployment

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, CI/CD, Spring Boot, Restful API, Java Programming, Integration Testing, Docker (Software), Database Development, Cloud Deployment, Application Security, Java, Containerization, SQL, Databases, Database Design, NoSQL, Kubernetes, Test Driven Development (TDD), Object Oriented Design

    4.5
    Rating, 4.5 out of 5 stars
    ·
    47 reviews

    Beginner · Specialization · 1 - 3 Months

  • C

    Codio

    C++ Basic Structures: Vectors, Pointers, Strings, and Files

    Skills you'll gain: File I/O, Data Import/Export, C++ (Programming Language), Data Structures, File Management, Computer Programming, Data Store, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    237 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    CFD Simulation Through a Centrifugal Pump

    Skills you'll gain: Simulation and Simulation Software, Simulations, Engineering Design Process, Finite Element Methods, Engineering Analysis, Hydraulics, Cloud-Based Integration, Verification And Validation, Mathematical Modeling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    291 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • G

    Google Cloud

    Google Cloud AI Infrastructure

    Skills you'll gain: Model Deployment, Google Cloud Platform, Cloud Deployment, Cloud Infrastructure, Hardware Architecture, Infrastructure Architecture, AI Workflows, Cloud Computing Architecture, Performance Tuning, Computer Hardware, MLOps (Machine Learning Operations), Cloud Platforms, Computing Platforms, Interoperability, Artificial Intelligence, Product Demonstration, Performance Improvement, Benchmarking, Systems Architecture

    4.3
    Rating, 4.3 out of 5 stars
    ·
    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    Edureka

    Autonomous AI Agent Systems and Orchestration

    Skills you'll gain: LangGraph, AI Orchestration, Model Deployment, Retrieval-Augmented Generation, AI Workflows, Generative AI Agents, CrewAI, Agentic Workflows, LangChain, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Agentic systems, OpenAI, Systems Integration, Tool Calling, Google Gemini, Workflow Management, Automation, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 1 - 3 Months

  • U

    Universidad Nacional Autónoma de México

    Python: de cero a analista de datos

    Skills you'll gain: Matplotlib, NumPy, Extract, Transform, Load, Exploratory Data Analysis, Time Series Analysis and Forecasting, Pandas (Python Package), Package and Software Management, Data Visualization Software, Data Science, Jupyter, Python Programming, Data Analysis, Statistical Analysis, Graphing, Data Import/Export, Data Manipulation, Data Structures, Ubuntu, Computational Thinking, Mac OS

    4.1
    Rating, 4.1 out of 5 stars
    ·
    93 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Student Support and Services, Initiative and Leadership, Leadership, Family Support, Collaboration, Teamwork, Relationship Building, Cultural Responsiveness, Critical Thinking and Problem Solving, Socioeconomics, Communication

    4.8
    Rating, 4.8 out of 5 stars
    ·
    566 reviews

    Beginner · Specialization · 3 - 6 Months

  • M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Financial Analysis, Financial Market, Cash Flows, Financial Modeling, Investments, Business Valuation, Financial Data, Risk Management, Market Dynamics, Decision Making, Analytical Skills, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    252 reviews

    Mixed · Course · 1 - 4 Weeks

  • K

    Knowledge Accelerators

    Microsoft 365 Copilot: Boost Productivity & Build Agents

    Skills you'll gain: Microsoft Copilot, Microsoft 365, Microsoft Teams, Productivity Software, Microsoft Power Platform, Workflow Management, Team Building, Generative AI Agents, Document Management, Generative AI, Ethical Standards And Conduct, Language Interpretation, Translation, and Studies, Microsoft Excel, Business Correspondence, Presentations, Prioritization, Business Writing, Productivity, Microsoft PowerPoint, Business Communication

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Transmedia Writing: Michigan State University
  • Business intelligence and data analytics: Generate insights: Macquarie University
  • Prediction Models with Sports Data: University of Michigan
  • Intermediate Java Development: Spring, Databases, Deployment: SkillUp
  • C++ Basic Structures: Vectors, Pointers, Strings, and Files: Codio
  • CFD Simulation Through a Centrifugal Pump: Coursera
  • Google Cloud AI Infrastructure: Google Cloud
  • Autonomous AI Agent Systems and Orchestration: Edureka
  • Python: de cero a analista de datos: Universidad Nacional Autónoma de México
  • Educación Básica en Contextos Rurales: Universidad Austral

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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