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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

    Pneumonia Classification using PyTorch

    Skills you'll gain: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Fine-tuning, Model Training, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    Y

    Yonsei University

    International Marketing & Cross Industry Growth Capstone Project

    Skills you'll gain: Peer Review, Innovation, Promotional Strategies, Global Marketing, Marketing, Product Promotion, Company, Product, and Service Knowledge, Strategic Marketing, Competitive Analysis, Business Strategies, Benchmarking, Product Management, New Business Development, Brand Strategy, Strategic Planning, Growth Strategies, Case Studies, Branding, Brand Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    81 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    AI Engineer Professional

    Skills you'll gain: MLOps (Machine Learning Operations), Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Fine-tuning, Containerization, Model Optimization, AI Workflows, Model Evaluation, Model Deployment, Generative AI Agents, LangGraph, Keras (Neural Network Library), Agentic Workflows, Transfer Learning, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Image Analysis, Large Language Modeling, Natural Language Processing, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    6 reviews

    Advanced · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Python Case Study - Cryptography

    Skills you'll gain: Cryptography, Encryption, Cryptographic Protocols, Secure Coding, Public Key Cryptography Standards (PKCS), Key Management, Public Key Infrastructure, Python Programming, Brute-force attacks, Scripting, Algorithms, Data Integrity, Verification And Validation

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    IPOs & FPOs: Apply Valuation Strategies

    Skills you'll gain: Investment Banking, Business Valuation, Private Equity, Equities, Underwriting, Capital Markets, Financial Market, Securities (Finance), Lending and Underwriting, Investments, Financial Analysis, Financial Modeling, Fundraising

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    PyQt Training Advanced Level

    Skills you'll gain: Databases, Database Management Systems

    4.6
    Rating, 4.6 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    ChatGPT for Beginners: Using AI for Market Research

    Skills you'll gain: ChatGPT, Market Research, Marketing, Language Interpretation, Translation, and Studies, Generative AI, Content Marketing

    4.4
    Rating, 4.4 out of 5 stars
    ·
    101 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Advanced XML Integration and Project Applications

    Skills you'll gain: Extensible Markup Language (XML), Ajax, Extensible Languages and XML, Web Design and Development, Java Platform Enterprise Edition (J2EE), jQuery, Data Validation, Web Applications, Scripting Languages, Web Development, Javascript and jQuery, Hypertext Markup Language (HTML), Middleware, Model View Controller, Javascript, Interoperability, Java, Cascading Style Sheets (CSS), Computer Graphic Techniques, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    73 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    P

    Pontificia Universidad Católica de Chile

    Equilibrio, ¿por qué se caen las cosas?

    Skills you'll gain: Structural Analysis, Mechanics, Structural Engineering, Torque (Physics), Engineering Analysis, Mathematical Modeling, Engineering Calculations, Civil Engineering, Applied Mathematics, Schematic Diagrams, Trigonometry, Physics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Introduction to Generative AI in Human Resources

    Skills you'll gain: Responsible AI, HR Tech, Recruitment, Generative AI Agents, Employee Engagement, Data Ethics, Human Resources, Human Resources Management and Planning, AI Enablement, Talent Recruitment, AI Personalization, Recruitment Strategies, Employee Performance Management, Diversity Equity and Inclusion Initiatives

    4.7
    Rating, 4.7 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    Logical Operations

    R Programming for Data Science

    Skills you'll gain: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Infosec

    Cybersecurity Leadership and Management

    Skills you'll gain: Cyber Governance, Security Strategy, Security Management, Incident Management, Cyber Security Strategy, Business Continuity Planning, IT Security Architecture, Computer Security Incident Management, Business Continuity, Disaster Recovery, Cyber Security Policies, Incident Response, Data Governance, IT Management, Cybersecurity, Contingency Planning, Governance, Cyber Risk, Leadership Studies, Leadership

    4.5
    Rating, 4.5 out of 5 stars
    ·
    150 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Pneumonia Classification using PyTorch: Coursera
  • International Marketing & Cross Industry Growth Capstone Project: Yonsei University
  • AI Engineer Professional: Packt
  • Python Case Study - Cryptography: EDUCBA
  • IPOs & FPOs: Apply Valuation Strategies: EDUCBA
  • PyQt Training Advanced Level: EDUCBA
  • ChatGPT for Beginners: Using AI for Market Research: Coursera
  • Advanced XML Integration and Project Applications: EDUCBA
  • Equilibrio, ¿por qué se caen las cosas?: Pontificia Universidad Católica de Chile
  • Introduction to Generative AI in Human Resources: 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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