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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


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    Starweaver

    AI-Driven HR Strategy, Operations, and Regulatory Compliance

    Skills you'll gain: Data Ethics, Responsible AI, Workforce Planning, Human Resource Strategy, Employee Engagement, AI Enablement, Regulatory Compliance, People Analytics, Compliance Management, ChatGPT, Employee Retention, Recruitment, Governance, Ethical Standards And Conduct

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - Italiano

    Skills you'll gain: Tensorflow, Model Deployment, Recurrent Neural Networks (RNNs), Generative AI, Keras (Neural Network Library), Applied Machine Learning, Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    CertNexus

    CSC: Secure Software Testing and Maintenance

    Skills you'll gain: Security Testing, Application Security, Open Web Application Security Project (OWASP), Software Testing, Secure Coding, Test Tools, Regression Testing, Unit Testing, Penetration Testing, Security Controls, Computer Security, Test Driven Development (TDD), Debugging, User Acceptance Testing (UAT), Computer Programming, Python Programming, Node.JS, Information Privacy, JavaScript Frameworks, Javascript

    Mixed · Course · 1 - 4 Weeks

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    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

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    California Institute of the Arts

    Introduction to Imagemaking

    Skills you'll gain: Photo Editing, Graphic and Visual Design, Layout Design, Design Research, Visual Design, Adobe InDesign, Design, Design Elements And Principles, Storytelling, Digital Publishing, Aesthetics, Color Theory, Creativity, Peer Review

    4.5
    Rating, 4.5 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Basic Engineering Mathematics

    Skills you'll gain: Engineering Calculations, Trigonometry, Engineering Analysis, Linear Algebra, Calculus, Differential Equations, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Algebra

    4.6
    Rating, 4.6 out of 5 stars
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    182 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Power BI Essentials and Advanced Techniques

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Transformation, Data Manipulation, Data Processing, Big Data, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Integration, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    Getting Started with Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Embeddings, Data Preprocessing, AI Personalization, Deep Learning, Model Evaluation, Transfer Learning, Model Deployment, Open Source Technology, Data Processing, Machine Learning, Data Cleansing, Data Visualization, Database Systems

    Beginner · Course · 1 - 3 Months

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    Starweaver

    Healthcare Data Security & Risk Management

    Skills you'll gain: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Incident Response, Security Controls, Computer Security Incident Management, Incident Management, Health Information Management, Data Security, Cyber Risk, Personally Identifiable Information, Regulatory Compliance, Security Management, Risk Management, Threat Management, Risk Management Framework, Data Management, Cyber Security Assessment, Cybersecurity, ISO/IEC 27001, Compliance Management

    Advanced · Course · 1 - 3 Months

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    SAS

    Getting Started with SAS Programming

    Skills you'll gain: SAS (Software), Data Import/Export, Data Access, Data Manipulation, Statistical Programming, Data Cleansing, Exploratory Data Analysis, Data Preprocessing, Data Analysis, Data Transformation, SQL, Microsoft Excel, Descriptive Statistics

    4.8
    Rating, 4.8 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 3 Months

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    University of Illinois at Urbana-Champaign

    Entrepreneurship and Strategic Innovation Graduate Certificate

    Skills you'll gain: Data Visualization, Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Statistical Inference

    Credit offered

    Graduate Certificate · 6 - 12 Months

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    Duke University

    Java Programming: Arrays, Lists, and Structured Data

    Skills you'll gain: File I/O, Java Programming, Object Oriented Programming (OOP), Data Structures, Java, Cryptography, Software Engineering, Computer Programming, Algorithms, Encryption, Web Servers

    4.6
    Rating, 4.6 out of 5 stars
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    3.2K reviews

    Beginner · Course · 1 - 3 Months

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

  • AI-Driven HR Strategy, Operations, and Regulatory Compliance: Starweaver
  • Encoder-Decoder Architecture - Italiano: Google Cloud
  • CSC: Secure Software Testing and Maintenance: CertNexus
  • Service Integration and Management (SIAM) Foundation: Packt
  • Introduction to Imagemaking: California Institute of the Arts
  • Basic Engineering Mathematics: Birla Institute of Technology & Science, Pilani
  • Power BI Essentials and Advanced Techniques: Packt
  • Getting Started with Generative AI: Edureka
  • Healthcare Data Security & Risk Management: Starweaver
  • Getting Started with SAS Programming: SAS

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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