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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

    Running Windows Containers on Compute Engine

    Skills you'll gain: Containerization, Docker (Software), Cloud Infrastructure, Cloud Management, Computing Platforms, Microsoft SQL Servers, Cloud Computing, Application Deployment, Remote Access Systems, Windows Servers, Cloud Deployment, Virtual Machines, Microsoft Servers, Microsoft Windows, Database Development, Servers, Virtualization and Virtual Machines

    Beginner · Project · Less Than 2 Hours

  • W

    Whizlabs

    Generative AI for Azure Cloud Engineers

    Skills you'll gain: Responsible AI, Retrieval-Augmented Generation, Generative AI, Generative AI Agents, Microsoft Copilot, Generative Model Architectures, Microsoft Azure, OpenAI API, Fine-tuning, Model Optimization, Prompt Engineering, AI Security, OpenAI, Model Training, Large Language Modeling, Model Deployment, Microsoft Power Platform, LLM Application, AI Integrations

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • H

    H2O.ai

    The AI Lifecycle with the H2O.ai Platform

    Skills you'll gain: MLOps (Machine Learning Operations), Generative AI, Model Deployment, Generative Model Architectures, Generative AI Agents, Prompt Engineering, CrewAI, OpenAI, Responsible AI, LangGraph, Enterprise Architecture, Agentic Workflows, AI Security, Model Training, Feature Engineering, Model Evaluation, Agentic systems, Containerization

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • 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

    Microsoft Cybersecurity Architect Exam Ref SC-100

    Skills you'll gain: Endpoint Security, Zero Trust Network Access, IT Security Architecture, Data Security, Security Architecture Review, Security Strategy, Cloud Security, Cyber Security Strategy, Cloud Services, Microsoft Azure, Security Information and Event Management (SIEM), Security Controls, Cybersecurity, Cyber Security Assessment, Threat Modeling, Cyber Threat Intelligence, Application Security, Cyber Security Policies, Infrastructure Security, Application Programming Interface (API)

    Advanced · Course · 1 - 3 Months

    Category: New
    New
  • P

    Packt

    Building Secure Automotive IoT Applications

    Skills you'll gain: Embedded Software, Application Security, Embedded Systems, Software Design, DevSecOps, Secure Coding, Internet Of Things, Application Deployment, Systems Design, Cloud Deployment, Security Requirements Analysis, User Interface and User Experience (UI/UX) Design, Cybersecurity, Security Engineering, Systems Architecture, Security Controls, IT Security Architecture, Development Environment, Cyber Security Strategy, Design Strategies

    Beginner · Course · 3 - 6 Months

  • S

    Skillshare

    Affinity Photo: Beyond the Basics – Masking & Color

    Skills you'll gain: Photo Editing, Creative Design, Image Quality, Editing

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    CertNexus

    Certified Cyber Secure Coder (Exam CSC-210)

    Skills you'll gain: Application Security, Secure Coding, Security Testing, Open Web Application Security Project (OWASP), Vulnerability, Software Testing, Computer Security, Vulnerability Management, Data Security, Security Strategy, Unit Testing, Human Factors (Security), Application Design, Information Privacy, Computer Programming, Python Programming, Node.JS, Javascript, Design Strategies, JavaScript Frameworks

    Intermediate · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    Advanced Blender Techniques for Realistic Vegetation

    Skills you'll gain: Model Optimization, 3D Modeling, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Virtual Reality

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • P

    Packt

    DeepSeek R1 AI: 25 Real World Projects in AI for Beginners

    Skills you'll gain: Email Automation, Analytics, LLM Application, Customer Analysis, Job Analysis, Deepseek, Grammar, Customer Support, Debugging

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Mastering Adobe Photoshop 2024

    Skills you'll gain: AI powered creativity, Adobe Firefly, Adobe Photoshop, Marketing Collateral, Typography, Marketing Design, Photo Editing, Animations, Graphic Design, Brand Marketing, Branding, Creative Design, Graphic and Visual Design, Brand Awareness, Social Media, Social Media Content, Digital Design, Image Quality, Marketing Materials, Digital Advertising

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • A

    Arm

    Teaching AI on the Edge

    Skills you'll gain: Responsible AI, Open Source Technology, Data Ethics, Model Optimization, Artificial Intelligence, Large Language Modeling, Generative AI, Model Evaluation, Model Deployment, Digital pedagogy, Data Security

    Beginner · Course · 1 - 3 Months

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

  • Running Windows Containers on Compute Engine: Google Cloud
  • Generative AI for Azure Cloud Engineers: Whizlabs
  • The AI Lifecycle with the H2O.ai Platform: H2O.ai
  • Configuring Vector Search in Cloud SQL for PostgreSQL: Google Cloud
  • Microsoft Cybersecurity Architect Exam Ref SC-100: Packt
  • Building Secure Automotive IoT Applications: Packt
  • Affinity Photo: Beyond the Basics – Masking & Color: Skillshare
  • Certified Cyber Secure Coder (Exam CSC-210): CertNexus
  • Advanced Blender Techniques for Realistic Vegetation: Packt
  • DeepSeek R1 AI: 25 Real World Projects in AI for Beginners: 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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