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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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    John Wiley & Sons

    Using Predictive Analytics to Improve Healthcare Outcomes

    Skills you'll gain: Predictive Analytics, Patient Safety, Patient Flow, Patient-centered Care, Hospital Experience, Healthcare Project Management, Clinical Leadership, Care Management, Pain Management, Nursing and Patient Care, Health Care, Predictive Modeling, Data-Driven Decision-Making, Data Storytelling, Nursing Management, Value-Based Care, Healthcare Industry Knowledge, Health Technology, Data Science, Machine Learning

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Johns Hopkins University

    Teaching Reluctant Writers

    Skills you'll gain: Student Engagement, Teaching, Empowerment, Instructional Strategies, Growth Mindedness, Writing, Mentorship, Case Studies, Literacy, Constructive Feedback

    4
    Rating, 4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Network Foundations and Addressing

    Skills you'll gain: TCP/IP, Network Architecture, Network Routers, Networking Hardware, Network Planning And Design, General Networking, Network Security, Dynamic Host Configuration Protocol (DHCP), Network Infrastructure, Network Administration, Network Troubleshooting, Computer Networking, Network Engineering, Network Protocols, Network Switches, Scalability

    4.6
    Rating, 4.6 out of 5 stars
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    17 reviews

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Build a XAML Multimedia Player with WPF

    Skills you'll gain: User Interface (UI), UI Components, User Interface and User Experience (UI/UX) Design, Event-Driven Programming, Application Development, Application Design, User Interface (UI) Design, Interactive Design, File Management

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    J

    Johns Hopkins University

    Big Data Processing Using Hadoop

    Skills you'll gain: Apache Hadoop, Big Data, Apache Hive, Apache Spark, NoSQL, Data Infrastructure, File Systems, Data Processing, Data Management, Dataflow, Analytics, Data Science, Databases, Data Integration, SQL, Query Languages, File I/O, Data Architecture, Distributed Computing, Performance Tuning

    4.6
    Rating, 4.6 out of 5 stars
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    10 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    3D Graphics with DirectX: Apply & Integrate

    Skills you'll gain: Computer Graphics, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Graphics Software, Video Game Development, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Global Forex & Macroeconomic Policy Analysis

    Skills you'll gain: Market Data, International Finance, Economics, Financial Policy, Financial Data, Market Dynamics, Financial Trading, Market Trend, Economics, Policy, and Social Studies, Financial Market, Fiscal Management, Financial Analysis, Supply And Demand

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Apply C# and .NET to Build Real-World Applications

    Skills you'll gain: File I/O, .NET Framework, Object Oriented Design, Object Oriented Programming (OOP), C# (Programming Language), Application Development, Video Game Development, Game Design, Database Application, Database Software, Programming Principles, Application Frameworks, Database Development, Data Access, Databases, Program Development, File Management, Maintainability, Authentications

    Beginner · Course · 1 - 3 Months

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    AI CERTs

    AI for Medical Professionals

    Skills you'll gain: Clinical Documentation

    Intermediate · Course · 1 - 3 Months

  • Status: New
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    Cisco Learning and Certifications

    Understanding Cisco Data Center Foundations

    Skills you'll gain: Virtual Networking, Network Troubleshooting, Data Centers, Software-Defined Data Center (SDDC), vSphere Networking and Storage, Network Switches, Cloud Services, iSCSI Configuration, Virtualization, Cloud Computing, Network Architecture, Virtual Machines, Computer Networking, OSI Models, Computing Platforms, TCP/IP, Network Protocols, Server Administration, Networking Hardware, Microsoft Windows

    Beginner · Specialization · 3 - 6 Months

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    Aptly

    Introduction to Accessibility and Universal Design

    Skills you'll gain: Web Content Accessibility Guidelines, Video Production, Educational Materials, Instructional Design, Disabilities, Web Content, Learning Strategies, Technical Documentation, Microsoft Office, Diversity Awareness, Law, Regulation, and Compliance

    4.4
    Rating, 4.4 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Tokens to Deployment: NLP, Language Models, & Production API

    Skills you'll gain: OAuth, Unit Testing, Apache Airflow, Fine-tuning, Model Evaluation, Data Validation, API Design, Test Driven Development (TDD), Data Integrity, Extract, Transform, Load, Model Training, Multimodal Prompts, Natural Language Processing, MLOps (Machine Learning Operations), OpenAI API, Data Presentation, Hugging Face, Token Optimization, CI/CD, Tensorflow

    Intermediate · Specialization · 3 - 6 Months

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

  • Using Predictive Analytics to Improve Healthcare Outcomes: John Wiley & Sons
  • Teaching Reluctant Writers: Johns Hopkins University
  • Network Foundations and Addressing: Packt
  • Build a XAML Multimedia Player with WPF: EDUCBA
  • Big Data Processing Using Hadoop: Johns Hopkins University
  • 3D Graphics with DirectX: Apply & Integrate: EDUCBA
  • Global Forex & Macroeconomic Policy Analysis: EDUCBA
  • Apply C# and .NET to Build Real-World Applications: EDUCBA
  • AI for Medical Professionals: AI CERTs
  • Understanding Cisco Data Center Foundations: Cisco Learning and Certifications

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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