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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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    Northeastern University

    Program Structure and Algorithms Part 2

    Skills you'll gain: Algorithms, Bayesian Statistics, Theoretical Computer Science, Network Model, Pseudocode, Computational Thinking, Bayesian Network, Data Structures, Graph Theory, Machine Learning Algorithms, Classification Algorithms, Network Analysis, Probability, Probability & Statistics

    Mixed · Course · 1 - 3 Months

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    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, Diversity and Inclusion, User Experience Design, Usability, Artificial Intelligence, Accountability, Ethical Standards And Conduct, User Centered Design, Empathy & Emotional Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Strategic Leadership: Visionary Skills for Success

    Skills you'll gain: Strategic Leadership, Change Management, Organizational Change, Leadership, Organizational Leadership, Visionary, Decision Making, Communication, Culture Transformation, Organizational Strategy, Emotional Intelligence, Conflict Management, Negotiation, Empathy, Business Strategy, Stakeholder Engagement

    Intermediate · Course · 1 - 4 Weeks

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    Creo Incubator

    Entrepreneurship: Scaling & GTM Growth Strategy

    Skills you'll gain: Go To Market Strategy, Competitive Analysis, Growth Strategies, Product Development, Market Opportunities, User Experience, Market Analysis, Sales Strategy, Brand Strategy, Marketing Strategies, Product Marketing, Entrepreneurship, Business Strategy, Product Management, Market Research, Key Performance Indicators (KPIs)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    生成式 AI:掌握幕後技術與環境

    Skills you'll gain: Generative AI Agents, Generative AI, Google Cloud Platform, Gemini, Responsible AI, AI Security, AI Product Strategy, AI Enablement, Data Ethics, Cloud Infrastructure, Data Governance, Artificial Intelligence, Data Centers, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

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    Hebrew University of Jerusalem

    The Wonders and Challenges of Bible Education

    Skills you'll gain: Teaching, Pedagogy, Program Evaluation, Instructional Strategies, Curriculum Planning, Classroom Management, Storytelling, Ethical Standards And Conduct, Student Engagement, Child Development, Working With Children, Liberal Arts, Ancient History, Social Studies, Culture, Discussion Facilitation

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Mastering Python Modules and File Systems

    Skills you'll gain: File I/O, Command-Line Interface, Operating Systems, Python Programming, File Management, Scripting, User Interface (UI), Data Import/Export, Data Structures, Simulations

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    Rating, 5 out of 5 stars
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    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Empezando con Figma

    Skills you'll gain: Figma (Design Software), Prototyping, Collaborative Software, Mockups, Design, Graphic Design, UI Components, User Interface (UI) Design, Typography, User Accounts, Application Design, Instructional Design, Image Quality, Systems Design

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    Beginner · Guided Project · Less Than 2 Hours

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    Technical University of Munich (TUM)

    Eco-Tech: Exploring IT's Impact on a Sustainable Future

    Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Sustainability Reporting, Corporate Sustainability, Climate Change Mitigation, Sustainable Development, Sustainable Design, Environmental Science, Information Technology, Artificial Intelligence, Hardware Design, Innovation

    Intermediate · Course · 1 - 3 Months

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    Creo Incubator

    Negotiations For Leaders

    Skills you'll gain: Contract Negotiation, Negotiation, Stakeholder Management, Business Leadership, Change Management, Communication, Stakeholder Analysis, Influencing, Business Communication, Persuasive Communication, Active Listening, Behavioral Economics, Strategic Planning, Strategic Communication, Organizational Change, Organizational Strategy, Decision Making, Assertiveness

    Beginner · Course · 1 - 4 Weeks

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    Packt

    DevOps Project - 2022: CI/CD with Jenkins Ansible Kubernetes

    Skills you'll gain: Continuous Integration, DevOps, Apache Tomcat, Kubernetes, Docker (Software), Continuous Deployment, Apache Maven, Application Deployment, Containerization, Amazon Web Services, YAML, Git (Version Control System)

    Advanced · Course · 1 - 3 Months

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    Packt

    Advanced ASP.NET Core MVC, Deployment & User Management

    Skills you'll gain: ASP.NET, Application Deployment, User Accounts, Authorization (Computing), Role-Based Access Control (RBAC), Microsoft Azure, OAuth, Identity and Access Management, Bootstrap (Front-End Framework), Database Management, Authentications, Email Automation

    Advanced · Course · 1 - 4 Weeks

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

  • Program Structure and Algorithms Part 2: Northeastern University
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • Strategic Leadership: Visionary Skills for Success: Coursera
  • Entrepreneurship: Scaling & GTM Growth Strategy : Creo Incubator
  • 生成式 AI:掌握幕後技術與環境: Google Cloud
  • The Wonders and Challenges of Bible Education: Hebrew University of Jerusalem
  • Mastering Python Modules and File Systems: EDUCBA
  • Empezando con Figma: Coursera
  • Eco-Tech: Exploring IT's Impact on a Sustainable Future: Technical University of Munich (TUM)
  • Negotiations For Leaders: Creo Incubator

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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