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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

    Ensure Ethical AI & Debiasing

    Skills you'll gain: Data Ethics, Responsible AI, Ethical Standards And Conduct, Technical Communication, Stakeholder Communications, Model Evaluation, Data Preprocessing, People Analytics, Sampling (Statistics), Statistical Analysis, Performance Analysis, Decision Support Systems, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Unreal Engine 5 For Beginners: Cameras & Production

    Skills you'll gain: Unreal Engine, Cinematography, Photo/Video Production and Technology, Video Production, Video Editing, Post-Production, Animations, Media Production, Virtual Environment, Real Time Data, Image Quality

    Mixed · Course · 1 - 4 Weeks

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    UiPath

    UiPath Automation Developer Professional

    Skills you'll gain: Robotic Process Automation, Test Automation, Business Process Automation, Automation, Computer Vision, Debugging, Development Testing, Image Analysis, Data Mapping, User Interface (UI), Data Import/Export, AI Enablement, Application Frameworks, Event-Driven Programming, Transaction Processing

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Introduction to Cloud-Native Architecture and Microservices

    Skills you'll gain: Istio, Continuous Deployment, Cloud Deployment, Amazon Web Services, Software Design

    Intermediate · Course · 1 - 3 Months

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    CertNexus

    GenAIBIZ: Making Generative AI Work for Your Business

    Skills you'll gain: Generative AI, AI Enablement, AI literacy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing

    Mixed · Course · 1 - 3 Months

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    Packt

    4 AI Agentic Design Patterns – Workflows with Ollama

    Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, Agentic systems, Generative AI Agents, Prompt Patterns, OpenAI, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Tool Calling, OpenAI API, Software Design Patterns, Development Environment, Application Programming Interface (API), Large Language Modeling

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Encoder-Decoder Architecture - Bahasa Indonesia

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Training, Generative Model Architectures, Generative AI, Natural Language Processing, Machine Learning Methods

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    Evaluate and Document Patient Outcome Improvements

    Skills you'll gain: Patient Communication, Statistical Reporting, Patient-centered Care, Digital Analysis, Interpersonal Communications, Patient Evaluation, Business Reporting, Patient Advocacy, Data Presentation, Analytics, Data Collection, People Analytics, Data Storytelling, Data Literacy, Communication, Data Analysis, Communication Strategies, Data-Driven Decision-Making, Data Synthesis, Quality Improvement

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Introduction to Image Generation - 日本語版

    Skills you'll gain: Generative AI, Model Deployment, Generative Model Architectures, Model Training, Unsupervised Learning, Physics

    Beginner · Course · 1 - 4 Weeks

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    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

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    AI Business School

    AI agents and creator tools for customer care professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Agentic systems, Generative AI Agents, Productivity, Workflow Management, No-Code Development, LLM Application, AI Orchestration, AI Enablement, Artificial Intelligence, AI literacy, Generative AI, Customer Service, Digital Transformation, Automation, Feasibility Studies, Operational Efficiency, Risking, Innovation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Build with LLMs: Prompt Engineering & Real AI Projects

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Token Optimization, LLM Application, Large Language Modeling, Generative AI, AI Workflows, AI Integrations, Application Programming Interface (API), Git (Version Control System)

    Intermediate · Course · 1 - 4 Weeks

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

  • Ensure Ethical AI & Debiasing: Coursera
  • Unreal Engine 5 For Beginners: Cameras & Production: Skillshare
  • UiPath Automation Developer Professional: UiPath
  • Introduction to Cloud-Native Architecture and Microservices: Packt
  • GenAIBIZ: Making Generative AI Work for Your Business: CertNexus
  • 4 AI Agentic Design Patterns – Workflows with Ollama: Packt
  • Encoder-Decoder Architecture - Bahasa Indonesia: Google Cloud
  • Evaluate and Document Patient Outcome Improvements: Coursera
  • Introduction to Image Generation - 日本語版: Google Cloud
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity

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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