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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

    Intermediate Python and Practical Skills

    Skills you'll gain: JSON, Package and Software Management, Web Scraping, Application Programming Interface (API), File Management, Python Programming, Authentications, Scripting, Data Processing, Performance Testing, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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    University of Colorado System

    Predictive Modeling and Transforming Clinical Practice

    Skills you'll gain: Predictive Modeling, Clinical Data Management, Clinical Informatics, Intensive Care Unit, Risk Modeling, Predictive Analytics, Clinical Practices, Decision Support Systems, Applied Machine Learning, Health Informatics, Qualitative Research, Data Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    Building AI-Powered Application with .NET

    Skills you'll gain: .NET Framework, Machine Learning, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, OpenAI, Microsoft Azure, MLOps (Machine Learning Operations), Development Environment, Microsoft Development Tools, Image Analysis, Responsible AI, Computer Vision, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Johns Hopkins University

    Calculus through Data & Modelling: Series and Integration

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Numerical Analysis, Mathematical Modeling

    4.9
    Rating, 4.9 out of 5 stars
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    55 reviews

    Intermediate · Course · 1 - 3 Months

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    Vanderbilt University

    The History and Relevance of the Rise of Generative AI

    Skills you'll gain: Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Emerging Technologies, Machine Learning Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Università Bocconi

    International Leadership and Organizational Behavior

    Skills you'll gain: Conflict Management, Team Motivation, Intercultural Competence, Professional Networking, Organizational Leadership, Cultural Diversity, Cultural Sensitivity, Cross-Functional Team Leadership, Communication, Leadership, Team Management, Ethical Standards And Conduct, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    3.5K reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Python Hacking: Apply, Implement & Analyze

    Skills you'll gain: Encryption, Secure Coding, File Management, Cryptography, Python Programming, Programming Principles, Debugging, Scripting, Data Structures

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Google BigQuery for Data and ML Engineers

    Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning, Data Analysis, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Macquarie University

    Storytelling and influencing: Communicate with impact

    Skills you'll gain: Overcoming Objections, Influencing, Persuasive Communication, Storytelling, Rapport Building, Meeting Facilitation, Leadership, Presentations, Communication, Verbal Communication Skills, Public Speaking, Non-Verbal Communication, Empathy, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Jupyter & Python: Visualize, Optimize & Accelerate

    Skills you'll gain: Matplotlib, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Jupyter, NumPy, Performance Tuning, Development Environment, Python Programming, Javascript, Debugging

    Mixed · Course · 1 - 3 Months

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    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI, MLOps (Machine Learning Operations), Responsible AI, Cloud Computing, Application Deployment, Application Programming Interface (API), Python Programming, Scalability

    4.2
    Rating, 4.2 out of 5 stars
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    43 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Virginia

    Digital Product Management: Modern Fundamentals

    Skills you'll gain: New Product Development, Product Management, Innovation, Technical Product Management, Product Improvement, Customer Insights, Design and Product, Product Roadmaps, Design Thinking, Customer Engagement, Agile Methodology, Data-Driven Decision-Making, Web Analytics, Stakeholder Management, Business Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 4 Weeks

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1…158159160…570

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

  • Intermediate Python and Practical Skills: Packt
  • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
  • Building AI-Powered Application with .NET: Packt
  • Calculus through Data & Modelling: Series and Integration: Johns Hopkins University
  • The History and Relevance of the Rise of Generative AI: Vanderbilt University
  • International Leadership and Organizational Behavior: Università Bocconi
  • Python Hacking: Apply, Implement & Analyze: EDUCBA
  • Google BigQuery for Data and ML Engineers: Pearson
  • Storytelling and influencing: Communicate with impact: Macquarie University
  • Jupyter & Python: Visualize, Optimize & Accelerate: EDUCBA

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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