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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


  • C

    Coursera

    Instructional Planning with Genially

    Skills you'll gain: Education Software and Technology, Digital pedagogy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Michigan

    Estructuras de datos de Python

    Skills you'll gain: File I/O, Data Structures, Data Manipulation, Software Installation, Python Programming, Data Processing, Development Environment, Data Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Credit Default Prediction with Python: Apply & Analyze

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Decision Tree Learning, Credit Risk, Random Forest Algorithm, Feature Engineering, Financial Modeling, Logistic Regression, Data Analysis, Statistical Machine Learning, Applied Machine Learning, Scikit Learn (Machine Learning Library), Pandas (Python Package), Machine Learning Methods, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Creating Azure Serverless Functions in a Real-World Scenario

    Skills you'll gain: Serverless Computing, Microsoft Azure, Microservices, NoSQL, Cloud Computing Architecture, Cloud Deployment, Front-End Web Development, Cloud Development, Hypertext Markup Language (HTML), Platform As A Service (PaaS), Software Development, Cloud Computing, Microsoft Visual Studio, DevOps

    4.6
    Rating, 4.6 out of 5 stars
    ·
    15 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • J

    Johns Hopkins University

    Artificial Intelligence Industrial Control Systems Security

    Skills you'll gain: Large Language Modeling, AI Security, Network Security, Responsible AI, Cybersecurity, Infrastructure Security, Information Systems Security, Threat Modeling, Firewall, Network Protocols, Data Ethics, Internet Of Things, Artificial Intelligence

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Software Development with ChatGPT: Generating Code with AI

    Skills you'll gain: Software Documentation, Generative AI, Debugging, ChatGPT, Integrated Development Environments, Development Environment, Python Programming, Prompt Engineering, Software Development, Application Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    22 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • M

    MedCerts

    Patient-Centered Care Essentials

    Skills you'll gain: Patient Communication, Patient-centered Care, Nutrition Education, Basic Patient Care, Patient Education And Counseling, Vital Signs, Patient Evaluation, Health Assessment, Nursing and Patient Care, Patient Observation, Health And Wellness Coaching, Medical History Documentation

    5
    Rating, 5 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Financial Budgeting: Analyze & Apply Planning Tools

    Skills you'll gain: Budgeting, Capital Budgeting, Budget Management, Operating Budget, Financial Management, Financial Analysis, Cash Flows, Financial Planning, Cash Flow Forecasting, Return On Investment, Cost Benefit Analysis, Investments, Decision Making

    4.6
    Rating, 4.6 out of 5 stars
    ·
    17 reviews

    Mixed · Course · 1 - 4 Weeks

  • M

    Microsoft

    Building multi-agent systems

    Skills you'll gain: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Market Research Analysts

    Skills you'll gain: Competitive Analysis, Market Research, Market Analysis, Responsible AI, Generative AI, Customer Insights, Market Trend, Persona Development, Trend Analysis, Analytics, Data Analysis, Data-Driven Decision-Making, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Introduction to FastAPI and Backend Development Fundamentals

    Skills you'll gain: Back-End Web Development, PostgreSQL, Python Programming, Restful API, SQL, API Design, Object-Relational Mapping, Database Management, Databases, Data Validation, Development Environment

    3.4
    Rating, 3.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    First Steps in Python with Jupyter Notebooks

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Programming Principles, Data Science, Generative AI, Development Environment, Integrated Development Environments, Computer Programming, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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

  • Instructional Planning with Genially: Coursera
  • Estructuras de datos de Python: University of Michigan
  • Credit Default Prediction with Python: Apply & Analyze: EDUCBA
  • Creating Azure Serverless Functions in a Real-World Scenario: Coursera
  • Artificial Intelligence Industrial Control Systems Security: Johns Hopkins University
  • Software Development with ChatGPT: Generating Code with AI: Coursera
  • Patient-Centered Care Essentials: MedCerts
  • Financial Budgeting: Analyze & Apply Planning Tools: EDUCBA
  • Building multi-agent systems: Microsoft
  • GenAI for Market Research Analysts: Coursera

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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