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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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    Saïd Business School, University of Oxford

    AI and Production

    Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Large Language Modeling, Data Ethics, Media Strategy, Journalism, Media and Communications, AI literacy, Media Planning, Risking, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Digital Transformation, Marketing Communications, Digital Advertising, Marketing, Algorithms

    Intermediate · Course · 1 - 3 Months

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    STARWEAVER

    Foundations of Financial Statement

    Skills you'll gain: Financial Statements, Financial Statement Analysis, Income Statement, Accounting, Financial Modeling, Bookkeeping, Balance Sheet, General Accounting, Cash Flows, Accounting Records, Financial Analysis, Finance, Income Tax, Business Valuation, Excel Formulas

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Visualization Software, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Data Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Creating Service Innovation Culture in Public Sector

    Skills you'll gain: Service Improvement, Innovation, Continuous Improvement Process, Change Management, Organizational Change, Customer experience improvement, Strategic Planning, Culture Transformation, Public Administration, Organizational Strategy, Social and Human Services, Public Policies, Case Studies, Strategic Thinking, Technology Strategies, Digital Transformation, Self Service Technologies, Technology Solutions

    Beginner · Course · 1 - 4 Weeks

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    Johns Hopkins University

    Teaching Writing Final Project

    Skills you'll gain: Lesson Planning, Peer Review, Writing and Editing, Writing, Course Development

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

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    Scrimba

    Build a product splash page with HTML and CSS

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Front-End Web Development, Web Design and Development, Hypertext Markup Language (HTML), Web Design, Web Development, Cloud Deployment, User Interface (UI), User Interface (UI) Design, Application Deployment, Typography, Cloud Hosting

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Foundations of AI Governance and Responsible Development

    Skills you'll gain: Responsible AI, Governance, Governance Risk Management and Compliance, Compliance Management, Accountability Frameworks, Compliance Auditing, Internal Auditing, Data Governance, Regulatory Compliance, Technical Communication, Auditing, Compliance Reporting, MLOps (Machine Learning Operations), Regulatory Requirements, Accountability, Model Deployment, Risk Management Framework, Report Writing, Stakeholder Communications, Risk Management

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Replit Essentials: Collaborate, Create, and Code Smarter

    Skills you'll gain: Collaborative Software, Version Control, Integrated Development Environments, Debugging, GitHub Copilot, Git (Version Control System), Application Deployment, Cloud Deployment, Cloud Development, GitHub, Software Versioning, Development Environment, Application Development, File Management, Software Configuration Management, Software Development Tools, Configuration Management, Cloud Storage

    Intermediate · Course · 1 - 3 Months

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    Packt

    AZ-204 Developing Solutions for Microsoft Azure

    Skills you'll gain: Virtual Machines, Microsoft Azure, Azure Active Directory, Cloud-Native Computing, Microsoft Development Tools, Virtualization and Virtual Machines, Serverless Computing, Cloud Development, Infrastructure As A Service (IaaS), Platform As A Service (PaaS), Authentications, Cloud Applications, Cloud Deployment, Containerization, NoSQL, Identity and Access Management, Software Development, Cloud Storage, Data Storage Technologies, Application Deployment

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Build a Cassandra Project with Java CRUD Operations

    Skills you'll gain: Database Development, Data Maintenance, Java Programming, Data Store, Enterprise Application Management, Back-End Web Development, Data Access, Full-Stack Web Development, Program Development, Business Logic, Application Design, Frontend Integration, Server Side

    Beginner · Course · 1 - 4 Weeks

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    Lund University

    Climate Adaptation and Human Rights

    Skills you'll gain: Climate Change Adaptation, Social Justice, Environmental Policy, Environmental Regulations, Advocacy, Climate Change Mitigation, Diversity Equity and Inclusion Initiatives, Vulnerability, Accountability

    Beginner · Course · 1 - 3 Months

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

  • AI and Production: Saïd Business School, University of Oxford
  • Foundations of Financial Statement: STARWEAVER
  • Intro to NumPy: Packt
  • Creating Service Innovation Culture in Public Sector: Coursera
  • Teaching Writing Final Project: Johns Hopkins University
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Build a product splash page with HTML and CSS: Scrimba
  • Foundations of AI Governance and Responsible Development: LearnQuest
  • Replit Essentials: Collaborate, Create, and Code Smarter: Coursera
  • AZ-204 Developing Solutions for Microsoft Azure: Packt

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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