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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 Colorado Boulder

    Data Science Graduate Certificate

    Skills you'll gain: Model Evaluation, Data Mining, Supervised Learning, Unsupervised Learning, Service Level, Dimensionality Reduction, Deep Learning, Statistical Modeling, Probability, Applied Machine Learning, Anomaly Detection, Machine Learning Algorithms, Statistical Inference, Statistical Hypothesis Testing, Data Warehousing, Recurrent Neural Networks (RNNs), Regression Analysis, Performance Testing, Bash (Scripting Language), Data Science

    Credit offered

    Graduate Certificate · 6 - 12 Months

  • P

    Packt

    Beginner Object-Oriented Programming in C# and .NET Core

    Skills you'll gain: Software Design

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Service Integration and Management (SIAM) Foundation

    Skills you'll gain: Service Management, Information Technology Infrastructure Library, IT Service Management, Systems Integration, Control Objectives for Information and Related Technology (COBIT), Supplier Relationship Management, Strategic Sourcing, Risk Management Framework, Governance, Process Management, Process Improvement and Optimization, Risk Management, Continuous Improvement Process, Organizational Change, Performance Measurement, Lean Methodologies

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Deep Dive iOS 16 Swift - SwiftUI Programming

    Skills you'll gain: Apple Xcode, UI Components, iOS Development, User Interface (UI) Design, Apple iOS, Mobile Development, User Interface and User Experience (UI/UX) Design, Swift Programming, Responsive Web Design, User Interface (UI), Application Design, Animations, Interactive Design, Data Visualization Software, Interactive Data Visualization, Application Development, Model View Controller, Programming Principles, Application Programming Interface (API), Software Design

    Intermediate · Specialization · 3 - 6 Months

  • G

    Google Cloud

    Responsible AI for Developers: Fairness & Bias - 한국어

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Google Cloud Platform, AI Product Strategy, Artificial Intelligence, Machine Learning, Model Evaluation, Data Preprocessing

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Full-Stack Web Development with TypeScript 5

    Skills you'll gain: TypeScript, Restful API, API Design, Full-Stack Web Development, PostgreSQL, Application Programming Interface (API), Object-Relational Mapping, Secure Coding, Web Applications, JavaScript Frameworks, SQL, Front-End Web Development, React.js, Database Systems, Relational Databases, Database Management, Development Environment, Back-End Web Development, Javascript, Artificial Intelligence

    Beginner · Course · 3 - 6 Months

  • C

    Creo Incubator

    Emotional Intelligence & Self Compassion for Leaders Success

    Skills you'll gain: Emotional Intelligence, Stress Management, Empathy, Compassion, Conflict Management, Relationship Building, Personal Development, Resilience, Self-Awareness, Leadership, Mindfulness, Interpersonal Communications

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Nursing Leadership: Ethics & Legal Considerations

    Skills you'll gain: Nursing Management, Healthcare Ethics, Legal Risk, Clinical Leadership, Case Studies, Personal Integrity, Nursing, Patient Safety, Business Ethics, Ethical Standards And Conduct, Decision Making, Professionalism, Health Care, Safety Culture, Medical Privacy, Law, Regulation, and Compliance, Informed Consent, Compliance Management, Patient Communication

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build & Analyze Financial Models: Twitter Case Study

    Skills you'll gain: Financial Modeling, Business Valuation, Revenue Forecasting, Working Capital, Cash Flows, Financial Statement Analysis, Financial Analysis, Financial Data, Financial Forecasting, Business Modeling, Balance Sheet, Capital Expenditure, Corporate Finance, Cash Flow Forecasting, Income Statement

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze Fixed Income, FX Markets, and Asset Management

    Skills you'll gain: Securities (Finance), Market Dynamics

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Unreal Engine: Master Interactive FX & Game Design

    Skills you'll gain: Game Design, Video Game Development, Unreal Engine, Animation and Game Design, Data Persistence, Virtual Environment, Computer Graphics, 3D Assets, Visualization (Computer Graphics), Scripting, Data Structures, Performance Tuning

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Future-Proofing Your Career in a Digital-First World

    Skills you'll gain: digital literacy, Constructive Feedback

    Intermediate · Course · 1 - 3 Months

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

  • Data Science Graduate Certificate: University of Colorado Boulder
  • Beginner Object-Oriented Programming in C# and .NET Core: Packt
  • Service Integration and Management (SIAM) Foundation: Packt
  • Deep Dive iOS 16 Swift - SwiftUI Programming: Packt
  • Responsible AI for Developers: Fairness & Bias - 한국어: Google Cloud
  • Full-Stack Web Development with TypeScript 5: Packt
  • Emotional Intelligence & Self Compassion for Leaders Success: Creo Incubator
  • Nursing Leadership: Ethics & Legal Considerations: Coursera
  • Build & Analyze Financial Models: Twitter Case Study: EDUCBA
  • Analyze Fixed Income, FX Markets, and Asset Management: EDUCBA

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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