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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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    Coursera

    Seaborn: Visualizing Basics to Advanced Statistical Plots

    Skills you'll gain: Seaborn, Data Storytelling, Statistical Visualization, Data Visualization, Data Visualization Software, Matplotlib, Box Plots, Scatter Plots, Statistical Analysis, Heat Maps, Histogram, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
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    Google Cloud

    Hosting a Web App on Google Cloud Using Compute Engine Azure

    Skills you'll gain: Cloud Hosting, Load Balancing, Cloud Deployment, Cloud Applications, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Computing, Microsoft Azure, Virtual Machines, Web Servers, Servers, Managed Services

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
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    L&T EduTech

    Design of Hydropower Structures

    Skills you'll gain: Hydraulics, Structural Engineering, Civil Engineering, Hydrology, Water Resource Management, Environmental Engineering, Structural Analysis, Construction, Mechanical Design, Engineering Analysis, Engineering Design Process

    Advanced · Course · 1 - 4 Weeks

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    Lund University

    1.5° Lifestyles: Mainstreaming Everyday Sustainability

    Skills you'll gain: Sustainable Development, Environmental Issue, Sustainable Business, Social Impact, Climate Change Mitigation, Systems Thinking, Consumer Behaviour, Sustainability Standards, Education and Training, Community Development, Economics, Environmental Policy, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    Packt

    JavaScript for Dynamic Web Development

    Skills you'll gain: Javascript, Event-Driven Programming, Web Development, HTML and CSS, Web Applications, Interactive Design, Debugging, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Learn about VMware Environments on GCP

    Skills you'll gain: VMware vSAN, vSphere Networking and Storage, vCenter Server, NSX-T Network Virtualization, Google Cloud Platform, Cloud Computing, Cloud Computing Architecture, Server Administration, Network Security

    4.6
    Rating, 4.6 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Python and Statistics Foundations

    Skills you'll gain: Matplotlib, Data Visualization, Probability & Statistics, Plotly, Statistical Analysis, Data Visualization Software, Statistical Hypothesis Testing, Seaborn, Data Science, Programming Principles, Pandas (Python Package), Statistics, Descriptive Statistics, Data Analysis, NumPy, Probability Distribution, Exploratory Data Analysis, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    École Polytechnique Fédérale de Lausanne

    Parallel programming (Scala 2 version)

    Skills you'll gain: Scala Programming, Data Structures, Distributed Computing, Programming Principles, Algorithms, Performance Tuning, Functional Design, Performance Testing, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced React Projects and Ecommerce Development

    Skills you'll gain: Application Deployment, React.js, Event-Driven Programming, User Interface (UI), Web Applications, Application Development, Web Development, Cascading Style Sheets (CSS), Javascript, JSON, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Foundations of Information Security and Incident Handling

    Skills you'll gain: Computer Security Incident Management, Incident Response, Vulnerability Management, Risk Management Framework, Security Management, Threat Management, Risk Management, Disaster Recovery, Vulnerability Assessments, Information Assurance, Digital Forensics, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Multimodal RAG with GPT – Build Smarter Search & AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), Generative AI, LLM Application, AI Personalization, Image Analysis, Vector Databases

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Introduction to Image Generation - 한국어

    Skills you'll gain: Generative AI, Generative Model Architectures, Model Deployment, Image Analysis, Applied Mathematics, Physics

    Beginner · Course · 1 - 4 Weeks

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

  • Seaborn: Visualizing Basics to Advanced Statistical Plots: Coursera
  • Hosting a Web App on Google Cloud Using Compute Engine Azure: Google Cloud
  • Design of Hydropower Structures: L&T EduTech
  • 1.5° Lifestyles: Mainstreaming Everyday Sustainability: Lund University
  • JavaScript for Dynamic Web Development: Packt
  • Learn about VMware Environments on GCP: Board Infinity
  • Python and Statistics Foundations: Edureka
  • Parallel programming (Scala 2 version): École Polytechnique Fédérale de Lausanne
  • Advanced React Projects and Ecommerce Development: Packt
  • Foundations of Information Security and Incident Handling: 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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