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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


  • J

    Johns Hopkins University

    Calculus through Data & Modeling: Applying Differentiation

    Skills you'll gain: Applied Mathematics, Model Optimization, Estimation, Calculus, Cost Estimation, Mathematical Modeling, Derivatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    60 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Hearing Loss in Children

    Skills you'll gain: Speech Language Pathology, Pediatrics, Speech Therapy, Communication Disorders, Language Disorders, Patient Evaluation, Child Health, Parent Communication, Disabilities, Childhood Education and Development, Sensory Systems Analysis, Public Health, Child Development, Rehabilitation, Diagnostic Tests, Public Health and Disease Prevention, Patient Treatment, Special Education, Clinical Assessment, Adaptive Equipment

    4.9
    Rating, 4.9 out of 5 stars
    ·
    238 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado System

    First Steps in Making the Business Case for Sustainability

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Organizational Change, Environmental Social And Corporate Governance (ESG), Sustainable Systems, Performance Improvement, Change Management, Sustainability Standards, Financial Analysis, Systems Thinking, Proposal Development, Cost Benefit Analysis, Proposal Writing, Business Economics, Capital Budgeting, Environmental Issue, Economics, Packaging and Labeling, Product Lifecycle Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    215 reviews

    Beginner · Course · 1 - 3 Months

  • É

    École Polytechnique

    Quantum Optics 2 - Two photons and more

    Skills you'll gain: Quantum computing, Emerging Technologies, Telecommunications, Cryptography, Cryptographic Protocols, Simulations, Theoretical Computer Science, Physics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    130 reviews

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Migrating .NET-based web applications to Azure PAAS

    Skills you'll gain: Microsoft Azure, Cloud-Native Computing, Platform As A Service (PaaS), .NET Framework, ASP.NET, Cloud Deployment, Cloud Applications, Cloud Hosting, Microsoft SQL Servers, Data Migration, Performance Tuning, Transact-SQL, Application Deployment, Model View Controller, Verification And Validation

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Engineering of Structures: Tension

    Skills you'll gain: Structural Engineering, Structural Analysis, Construction, Civil Engineering, Architecture and Construction, Engineering Analysis, Building Design, Engineering Design Process, Mechanics, Applied Mathematics

    4.9
    Rating, 4.9 out of 5 stars
    ·
    79 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Linux Shell Scripting: Build, Automate & Troubleshoot

    Skills you'll gain: Shell Script, Bash (Scripting Language), Linux Commands, Unix Shell, Linux, Scripting, Linux Servers, Unix Commands, Unix, Scripting Languages, Debugging, Code Reusability, Command-Line Interface, File I/O, Programming Principles

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Everyone

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Creative Problem-Solving, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    178 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Glasgow

    Data-Driven Leadership

    Skills you'll gain: Data Literacy, Data-Driven Decision-Making, Case Studies, Strategic Decision-Making, Data Strategy, Leadership Studies, Decision Making, Data Quality, Business Leadership, Crisis Management, Critical Thinking, Leadership, Organizational Effectiveness, Digital Analysis, Business Transformation, Storytelling, Leadership Development, Agile Methodology, Strategic Leadership, Leadership and Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    152 reviews

    Intermediate · Specialization · 1 - 3 Months

  • E

    Edureka

    Predictive Modeling with Python

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

    Intermediate · Course · 1 - 3 Months

  • U

    University of Michigan

    Information Extraction from Free Text Data in Health

    Skills you'll gain: Text Mining, Unstructured Data, Health Informatics, Natural Language Processing, Clinical Documentation, Model Evaluation, Clinical Informatics, Deep Learning, Model Training, Machine Learning, Medical Terminology, Artificial Neural Networks, Python Programming, Computer Programming, Computer Programming Tools

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Developing Secure IoT Applications

    Skills you'll gain: Cloud Security, Internet Of Things, Network Security, Application Security, Security Management, Data Security, Cloud Services, Security Controls, Time Series Analysis and Forecasting, Cryptography, Data Analysis, Cryptographic Protocols, Identity and Access Management, Data Integrity, Authentications, Vulnerability Assessments

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Course · 1 - 3 Months

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

  • Calculus through Data & Modeling: Applying Differentiation: Johns Hopkins University
  • Hearing Loss in Children: University of Michigan
  • First Steps in Making the Business Case for Sustainability: University of Colorado System
  • Quantum Optics 2 - Two photons and more: École Polytechnique
  • Migrating .NET-based web applications to Azure PAAS: EDUCBA
  • Engineering of Structures: Tension: Dartmouth College
  • Linux Shell Scripting: Build, Automate & Troubleshoot: EDUCBA
  • GenAI for Everyone: Coursera
  • Data-Driven Leadership: University of Glasgow
  • Predictive Modeling with Python : Edureka

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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