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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


  • Status: Free
    Free
    G

    Google Cloud

    Scale VM-Series to secure Google Cloud Networks

    Skills you'll gain: Firewall, Cloud Security, Network Security, Google Cloud Platform, Virtual Networking, Cloud Computing, Virtual Machines, Network Architecture, Computer Networking, Scalability, Web Applications

    Advanced · Project · Less Than 2 Hours

  • P

    Packt

    Microsoft Azure for ASP.NET Core

    Skills you'll gain: Microsoft Azure, Serverless Computing, Azure Active Directory, ASP.NET, Virtual Machines, Windows PowerShell, Cloud Computing, Cloud Services, OAuth, .NET Framework, Infrastructure As A Service (IaaS), Authentications, Data Storage Technologies, Cloud Storage, Databases, Bash (Scripting Language), Cloud Applications, C# (Programming Language), Application Deployment, Identity and Access Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Terraform Cloud - Automation, Workspaces, and Integration

    Skills you'll gain: Infrastructure as Code (IaC), Cloud Management, Amazon Web Services, Cloud Infrastructure, Multi-Tenant Cloud Environments, AWS Identity and Access Management (IAM), Continuous Deployment, GitHub, Configuration Management, Version Control, Data Validation

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Java Fundamentals - Getting Started with Java

    Skills you'll gain: Object Oriented Programming (OOP), Java, Java Programming, Software Development Life Cycle, Program Development, Computer Programming, Development Environment, Software Development, Integrated Development Environments, Virtual Machines, Command-Line Interface, Linux Commands

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Django with Tailwind CSS

    Skills you'll gain: Django (Web Framework), Model View Controller, Authentications, Chart.js, Data Import/Export, Full-Stack Web Development, Web Development, Data Modeling, Cascading Style Sheets (CSS), Responsive Web Design, Javascript, User Interface (UI), Development Environment

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Generative AI, Model Evaluation, Convolutional Neural Networks, Generative Model Architectures, Deep Learning

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Exploring Cost-optimization for GKE Virtual Machines

    Skills you'll gain: Cloud Deployment, Scalability, Virtual Machines, Kubernetes, Google Cloud Platform, Cloud Management, Load Balancing, Capacity Management, Network Architecture

    Intermediate · Project · Less Than 2 Hours

  • Status: New
    New
    Status: Preview
    Preview
    E

    EDUCBA

    ChatGPT: Build, Integrate & Deploy AI Apps

    Skills you'll gain: Prompt Engineering, ChatGPT, OpenAI API, No-Code Development, Microsoft Power Automate/Flow, Serverless Computing, LLM Application, Cloud Deployment, Microsoft Power Platform, Microsoft Azure, Generative AI, Project Design, Large Language Modeling, Application Development, Microsoft Teams, Development Environment

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Object Oriented Design, Software Design Patterns, Programming Principles, Data Persistence, Algorithms, Simulations

    Advanced · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Predictive Analytics: Apply, Analyze & Interpret

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Predictive Analytics, Data Analysis, Minitab, Statistical Methods, Forecasting, Business Analytics, Quantitative Research, Data-Driven Decision-Making, Descriptive Statistics, Case Studies, Financial Analysis, Microsoft Excel

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    Data Understanding and Data Visualization with Python

    Skills you'll gain: Data Visualization, Matplotlib, Scientific Visualization, Data Storytelling, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Data Structures, Heat Maps, Data Manipulation, Pandas (Python Package), NumPy, Data Transformation, Data Preprocessing, Exploratory Data Analysis, Data Cleansing, Data Mapping, Data Import/Export, Python Programming, Scripting

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Practice & Architecture

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Software Design, Software Design Patterns, Unified Modeling Language, API Design, Software Architecture, Application Design, Software Engineering, Java Programming, Software Development, User Interface and User Experience (UI/UX) Design

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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

  • Scale VM-Series to secure Google Cloud Networks: Google Cloud
  • Microsoft Azure for ASP.NET Core: Packt
  • Terraform Cloud - Automation, Workspaces, and Integration: Packt
  • Java Fundamentals - Getting Started with Java: Packt
  • Django with Tailwind CSS: Packt
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Exploring Cost-optimization for GKE Virtual Machines: Google Cloud
  • ChatGPT: Build, Integrate & Deploy AI Apps: EDUCBA
  • Advanced C++ Features and Data Structures: Packt
  • Predictive Analytics: Apply, Analyze & Interpret: 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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