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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


  • U

    University of Michigan

    Ethics in Engineering

    Skills you'll gain: Failure Analysis, Engineering Practices, Biomedical Engineering, Ethical Standards And Conduct, Social Impact, Engineering, Case Studies, Civil Engineering, Software Engineering, Safety Assurance

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Advanced Django: Building a Blog

    Skills you'll gain: Performance Tuning, Django (Web Framework), Authentications, PostgreSQL, Scalability, Application Deployment, Cloud Hosting, User Accounts, Application Security, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    115 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of Minnesota

    Healthcare Delivery Providers

    Skills you'll gain: Health Systems, Healthcare Industry Knowledge, Leadership Development, Health Care Administration, Managed Care, Hospital Experience, Organizational Structure, Health Care, Value-Based Care, Primary Care, Payment Systems, Medicare, Health Policy, Health Equity, Performance Measurement, Community Health, Cost Reduction

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Success with Integrity: Business Ethics Foundation

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Decision Making, Trustworthiness, Professionalism, Personal Integrity, Business Administration, Business Management, Strategic Decision-Making, Compliance Management, Leadership Studies, Environmental Social And Corporate Governance (ESG), Case Studies, Corporate Sustainability, Conflict Management, Team Leadership

    4.9
    Rating, 4.9 out of 5 stars
    ·
    180 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Precision Bookkeeping: Records, Reconciliation, Reporting

    Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Accounting, Financial Acumen, Compliance Management, Regulatory Compliance, Verbal Communication Skills, Internal Controls, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Build Next-Gen LLM Apps with LangChain & LangGraph

    Skills you'll gain: LangChain, LLM Application, Prompt Engineering, API Design, MLOps (Machine Learning Operations), Large Language Modeling, Performance Tuning, Microservices, Application Deployment, Kubernetes, Scalability, Site Reliability Engineering, DevOps, CI/CD, Docker (Software), Python Programming, Containerization, System Monitoring, Cloud Platforms, Security Controls

    Intermediate · Specialization · 3 - 6 Months

  • E

    Edureka

    Predictive Modeling with Python

    Skills you'll gain: Predictive Modeling, Predictive Analytics, Statistical Methods, Data Analysis, Applied Machine Learning, Business Analytics, Statistical Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Preprocessing, Big Data, Python Programming, Data Manipulation, Pandas (Python Package), Logistic Regression, NumPy

    Intermediate · Course · 1 - 3 Months

  • U

    Utrecht University

    Professionalism in an era of change

    Skills you'll gain: Lifelong Learning, Professionalism, Professional Development, Organizational Change, Adaptability, Ethical Standards And Conduct, Workforce Development, Organizational Structure, Sociology, Psychology, Employee Engagement, Leadership, Personal Development, Leadership Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Intermediate · Course · 1 - 3 Months

  • D

    DeepLearning.AI

    Vector Databases: from Embeddings to Applications

    Skills you'll gain: Vector Databases, Embeddings, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Algorithms, Semantic Web, Generative AI Agents, Applied Machine Learning, Unsupervised Learning

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Introduction to Python Fundamentals

    Skills you'll gain: Programming Principles, Computer Programming, Data Manipulation, Python Programming, Scripting Languages, Scripting, Data Structures, Data Science

    4.8
    Rating, 4.8 out of 5 stars
    ·
    229 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to C++ Programming: Build a Calculator

    Skills you'll gain: Program Development, C and C++, C++ (Programming Language), Object Oriented Programming (OOP), Computer Programming, Development Environment, Software Development, Computer Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    60 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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
    ·
    564 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Ethics in Engineering: University of Michigan
  • Advanced Django: Building a Blog: Codio
  • Healthcare Delivery Providers: University of Minnesota
  • Success with Integrity: Business Ethics Foundation: Coursera
  • Precision Bookkeeping: Records, Reconciliation, Reporting: Coursera
  • Build Next-Gen LLM Apps with LangChain & LangGraph: Coursera
  • Predictive Modeling with Python : Edureka
  • Professionalism in an era of change: Utrecht University
  • Vector Databases: from Embeddings to Applications: DeepLearning.AI
  • Introduction to Python Fundamentals: University of Colorado Boulder

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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