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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


  • G

    Google Cloud

    Configuring Vector Search in Cloud SQL for PostgreSQL

    Skills you'll gain: Embeddings, Vector Databases, PostgreSQL, Google Cloud Platform, SQL, Database Design, Relational Databases, Generative AI

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Linux Shell Scripting - Advanced

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Scripting, Scripting Languages, Linux Commands, Unix Commands, Linux, Command-Line Interface, Code Reusability, User Interface (UI), Graphical Tools

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Deploy Resilient AI Microservices with LangChain

    Skills you'll gain: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Cloud-Native Computing, Model Deployment, Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), AI Orchestration, AI Integrations, Distributed Computing, Site Reliability Engineering, Prometheus (Software), API Design, Scalability, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    A

    Alex Genadinik

    Resilience For Business Teams And Individuals

    Skills you'll gain: Adaptability, Resilience, Team Building, Self-Awareness, Teamwork, Stress Management, Team Collaboration, Overcoming Obstacles, Dealing With Ambiguity, Growth Mindedness, Team Leadership, Team Motivation, Culture Transformation, Positivity, Collaboration, Empowerment, Interpersonal Communications, Goal Setting

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    M

    Michigan State University

    Interdisciplinarity in Thought and Practice

    Skills you'll gain: Video Editing, Creative Thinking, Multimedia, Visual Storytelling, Post-Production, Photo/Video Production and Technology, Active Listening, Creative Problem-Solving, Literacy, Music, Storytelling, Critical Thinking, Aesthetics, Graphic and Visual Design Software, Design Elements And Principles, Communication Strategies, Communication

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    B

    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Conversion Funnel Analysis, Marketing Analytics, Web Analytics, Data-Driven Marketing, Digital Analysis, Content Performance Analysis, Customer Analysis, Content Optimization, Campaign Management, Target Audience, Customer Insights, A/B Testing, Dashboard Creation, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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

    Packt

    Introduction to Python for DevOps

    Skills you'll gain: Object Oriented Programming (OOP), Devops Tools, Jupyter, DevOps, Program Development, IT Automation, Integrated Development Environments, Development Environment, Scripting, Scripting Languages, Code Reusability, Python Programming, Package and Software Management, Virtual Environment, Software Installation, Data Structures, Software Versioning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Increasing Application Security: Bedrock Guardrails & GenAI

    Skills you'll gain: Amazon Bedrock, AI Security, Prompt Engineering, Generative AI, Security Engineering, Application Security, Responsible AI, Security Controls

    Beginner · Course · 1 - 4 Weeks

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

    Packt

    Networking, Mobile Devices, Virtualization & Security

    Skills you'll gain: Wireless Networks, Virtualization and Virtual Machines, Network Administration, Virtual Machines, General Networking, Virtualization, Computing Platforms, Cloud Hosting, Network Troubleshooting, Network Support, Network Security, Cloud Computing, Security Controls, Computer Networking, Networking Hardware, Virtual Private Networks (VPN), Mobile Security, Telecommunications, Network Architecture, Local Area Networks

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    N

    Northeastern University

    Practical Engineering Data Mining: Techniques and Uses

    Skills you'll gain: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Data Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning

    Intermediate · Course · 1 - 4 Weeks

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

    Packt

    Foundations of Node.js Development

    Skills you'll gain: Node.JS, TypeScript, Server Side, Software Development Tools, Development Environment, Web Servers, Web Development, Back-End Web Development, Web Applications, Javascript, Git (Version Control System), Webpack, Frontend Integration, Package and Software Management, File I/O, HTML and CSS, Event-Driven Programming

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    L

    LearnKartS

    Node.js & Express.js Foundations

    Skills you'll gain: Node.JS, Authentications, Middleware, Server Side, Back-End Web Development, MongoDB, Authorization (Computing), Web Development, JSON, Encryption, JavaScript Frameworks, Model View Controller, Web Applications, Restful API, User Accounts, MySQL, Javascript, TypeScript, Email Automation, Verification And Validation

    Beginner · Course · 1 - 3 Months

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

  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • Linux Shell Scripting - Advanced: Packt
  • Deploy Resilient AI Microservices with LangChain: Coursera
  • Resilience For Business Teams And Individuals: Alex Genadinik
  • Interdisciplinarity in Thought and Practice: Michigan State University
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity
  • Introduction to Python for DevOps: Packt
  • Increasing Application Security: Bedrock Guardrails & GenAI: Amazon Web Services
  • Networking, Mobile Devices, Virtualization & Security: Packt
  • Practical Engineering Data Mining: Techniques and Uses: Northeastern University

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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