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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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    STARWEAVER

    GenAI Foundations for Professionals

    Skills you'll gain: Prompt Engineering, Responsible AI, ChatGPT, Generative AI, AI literacy, Large Language Modeling, AI Enablement, Data Ethics, AI Workflows, Risking, Artificial Intelligence, AI Personalization, AI Integrations, Emerging Technologies, Workflow Management, Decision Making, Business, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intermediate Web Development and Backend Basics

    Skills you'll gain: PHP (Scripting Language), MySQL, WordPress, Web Applications, Application Programming Interface (API), Web Development, Content Management Systems, Linux Commands, DevOps, Linux, Web Design and Development, Devops Tools, Frontend Integration, Full-Stack Web Development, Data Store, Command-Line Interface, Back-End Web Development, Database Development, Server Side, Scripting

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Career Development for AI Marketing Specialist

    Skills you'll gain: Data-Driven Marketing, Marketing Strategies, Campaign Management, Marketing, Marketing Analytics, Data Presentation, Marketing Effectiveness, Email Marketing, Data Storytelling, Digital Marketing Campaigns, Google Ads, Pay Per Click Advertising, Strategic Marketing, Marketing Automation, LinkedIn, Google Analytics, Digital Marketing, Search Engine Optimization, Interviewing Skills, Social Media Management

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Professional Skills: Problem-Solving

    Skills you'll gain: Root Cause Analysis, Data Collection, Complex Problem Solving, Analysis, Data Synthesis, Data-Driven Decision-Making, Analytical Skills, Critical Thinking, Interactive Learning, Decision Making, Data Visualization, Ideation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of AI in Game Development

    Skills you'll gain: Animation and Game Design, Scripting

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Mastering Natural Light in Portrait Photography

    Skills you'll gain: Photography, Photo Editing, Photo/Video Production and Technology, Image Quality, Editing

    Beginner · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Cybersecurity Threats and Security Program Development

    Skills you'll gain: Cyber Threat Intelligence, Threat Management, Threat Detection, Cybersecurity, Security Testing, IT Security Architecture, Cyber Security Assessment, Cyber Security Strategy, Security Strategy, Security Management, Cyber Risk, Risk Management Framework, Risk Management, Information Systems Security, Vulnerability Scanning, Vulnerability Assessments, Security Controls, Penetration Testing, Incident Response, Vendor Management

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Deterministic LLM programming

    Skills you'll gain: Retrieval-Augmented Generation, Amazon Bedrock, LLM Application, AWS SageMaker, Token Optimization, Large Language Modeling, Amazon Web Services, No-Code Development, Prompt Engineering, Vibe coding, Generative AI, AI Orchestration, Model Deployment, MLOps (Machine Learning Operations), Generative AI Agents, Package and Software Management, Model Training, Rust (Programming Language), Model Optimization, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Cisco CCT Routing and Switching (100-490)

    Skills you'll gain: Network Troubleshooting, General Networking, OSI Models, Network Protocols, Network Support, Networking Hardware, TCP/IP, Microsoft Windows, Network Routers, Network Switches, Network Administration, Local Area Networks, Computer Networking, Technical Support and Services, Network Model, Computer Hardware, System Configuration, Command-Line Interface, iOS Development, Memory Management

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Quick Start Guide to Large Language Models (LLMs): Unit 2

    Skills you'll gain: Prompt Engineering, Fine-tuning, LLM Application, OpenAI API, Model Optimization, Large Language Modeling, Embeddings, OpenAI, Responsible AI, Cost Management, Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Deploy and Optimize Cloud AI Architectures

    Skills you'll gain: Model Optimization, Cloud Computing Architecture, Cloud Management, Model Training, Cloud Infrastructure, Distributed Computing, Data Pipelines, Managed Services, Cost Management, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    HTML Tutorial for Beginners

    Skills you'll gain: Hypertext Markup Language (HTML), HTML and CSS, Responsive Web Design, Web Design, Cascading Style Sheets (CSS), Web Development, Web Content Accessibility Guidelines

    Beginner · Course · 1 - 3 Months

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

  • GenAI Foundations for Professionals: STARWEAVER
  • Intermediate Web Development and Backend Basics: Packt
  • Career Development for AI Marketing Specialist: Coursera
  • Professional Skills: Problem-Solving: Arizona State University
  • Foundations of AI in Game Development: Packt
  • Mastering Natural Light in Portrait Photography: Skillshare
  • Cybersecurity Threats and Security Program Development: John Wiley & Sons
  • Deterministic LLM programming: Pragmatic AI Labs
  • Cisco CCT Routing and Switching (100-490): Packt
  • Quick Start Guide to Large Language Models (LLMs): Unit 2: Pearson

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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