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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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    Packt

    Computer Programming for Absolute Beginners

    Skills you'll gain: Programming Principles, Debugging, Computer Programming, Application Design, Computer Science, Program Development, Object Oriented Programming (OOP), Software Development, Data Management, Algorithms, Software Architecture, Software Development Methodologies

    Beginner · Course · 3 - 6 Months

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    Northeastern University

    Data Warehousing and Integration Part 2

    Skills you'll gain: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: PostgreSQL, Google Cloud Platform, Database Development, SQL, Database Design, Database Systems, Generative AI

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
    Free Trial
    U

    University of Pittsburgh

    Data Visualization Fundamentals in Python

    Skills you'll gain: Data Storytelling, Data Presentation, Plot (Graphics), Data Visualization, Matplotlib, Interactive Data Visualization, Data Visualization Software, Seaborn, Data Analysis, Graphic and Visual Design, Python Programming, Jupyter, Pandas (Python Package), Data Manipulation, NumPy

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    C

    Coursera

    Instagram Strategy: Effective Content

    Skills you'll gain: Instagram, Social Media Content, Competitive Analysis, Content Performance Analysis, Target Audience, Content Strategy, Social Media Strategy, Scheduling, Social Media Marketing, Brand Strategy, Content Creation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Duke University

    Financing for Impact Entrepreneurs

    Skills you'll gain: Entrepreneurial Finance, Case Studies, Finance, Entrepreneurship, Capital Markets, Environmental Social And Corporate Governance (ESG), Investments, Return On Investment, Fiscal Management, Financial Planning, Financial Management, Stakeholder Engagement, Strategic Partnership, Asset Management, Portfolio Management, Business Strategy, Investment Management, International Finance, Business Management, Market Dynamics

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Búsqueda de vectores y embeddings

    Skills you'll gain: Large Language Modeling, Google Cloud Platform, Semantic Web, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Text Mining, Natural Language Processing, Web Analytics and SEO

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
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    Coursera

    GenAI for Compliance Officers: Streamline Regulatory Reports

    Skills you'll gain: Compliance Reporting, Prompt Engineering, Google Gemini, Compliance Management, Microsoft Copilot, Generative AI, Regulatory Compliance, Report Writing, Workflow Management, Business Process Automation, Data Validation, Operational Efficiency, Process Analysis, Verification And Validation, Automation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Pengantar Keamanan di Dunia AI

    Skills you'll gain: Threat Modeling, Threat Management, Security Strategy, Responsible AI, Data Security, Cloud Security, AI Product Strategy, Information Systems Security, Application Security, Data Ethics, Security Controls, Infrastructure Security, Artificial Intelligence, Security Engineering, Cyber Risk, Generative AI, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Text Generation with Cohere: Recognizing Similarities

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting, Semantic Web

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Hands-On .NET Minimal API for Web Developers

    Skills you'll gain: ASP.NET, .NET Framework, Restful API, Application Programming Interface (API), C# (Programming Language), Back-End Web Development, Database Management, Development Environment, Data Validation, Data Mapping, Data Modeling

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Advanced Java Programming and Web Development

    Skills you'll gain: Selenium (Software), Java, File Management, Cascading Style Sheets (CSS), Extensible Markup Language (XML), Test Automation, Web Scraping, Apache, Web Development Tools, Data Import/Export, Verification And Validation

    Intermediate · Course · 1 - 3 Months

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

  • Computer Programming for Absolute Beginners: Packt
  • Data Warehousing and Integration Part 2: Northeastern University
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • Data Visualization Fundamentals in Python: University of Pittsburgh
  • Instagram Strategy: Effective Content: Coursera
  • Financing for Impact Entrepreneurs: Duke University
  • Búsqueda de vectores y embeddings: Google Cloud
  • GenAI for Compliance Officers: Streamline Regulatory Reports: Coursera
  • Pengantar Keamanan di Dunia AI: Google Cloud
  • Text Generation with Cohere: Recognizing Similarities: 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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