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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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    Packt

    AI Governance, Ethics, and Future Trends in Web Development

    Skills you'll gain: Responsible AI, Data Ethics, AI Integrations, Devops Tools, Software Development Tools, Governance, Law, Regulation, and Compliance, Artificial Intelligence, Ethical Standards And Conduct, Web Development, Risk Management Framework, Web Applications, Cloud Development, Augmented and Virtual Reality (AR/VR), Machine Learning, Continuous Monitoring, Federated Learning, User Interface and User Experience (UI/UX) Design, Human Computer Interaction, Machine Learning Algorithms

    Intermediate · Course · 1 - 4 Weeks

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    Amazon Web Services

    Optimizing Foundation Models

    Skills you'll gain: Retrieval-Augmented Generation, Fine-tuning, Model Optimization, Embeddings, Vector Databases, Amazon Web Services, Generative AI Agents, Model Training, Data Preprocessing, Agentic Workflows

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Edge AI and Nanotechnology: Nanoscale Data Processing

    Skills you'll gain: Anomaly Detection, Unit Testing, Test Script Development, Data Pipelines, Test Automation, Code Coverage, Real Time Data, Data Processing, Data Cleansing, Data Integrity, Extract, Transform, Load, Data Transformation, Data Persistence, Performance Testing, Data Validation, Data Science, Python Programming, Machine Learning, Algorithms, SQL

    Intermediate · Course · 1 - 3 Months

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    Politecnico di Milano

    Le Derivate: come si calcolano

    Skills you'll gain: Calculus, Mathematical Software, Applied Mathematics, Derivatives, General Mathematics, Mathematical Theory & Analysis, Geometry, Graphical Tools, Graphing

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Essential Google Cloud Infrastructure: Foundation - Italiano

    Skills you'll gain: Cloud Infrastructure, Virtual Machines, Google Cloud Platform, Virtual Networking, Infrastructure As A Service (IaaS), Infrastructure Architecture, Cloud Computing Architecture, Cloud Platforms, Virtualization and Virtual Machines, Cloud Computing, Public Cloud, Network Infrastructure, Cloud Management, Virtualization, General Networking, Firewall, Network Planning And Design, Command-Line Interface

    Intermediate · 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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    Google Cloud

    Vertex AI でノートブックを使用する

    Skills you'll gain: Jupyter, MLOps (Machine Learning Operations), Model Deployment, AI Workflows, Google Cloud Platform, Data Preprocessing, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Dify – Create No-Code Chatbots and AI Workflows

    Skills you'll gain: No-Code Development, Application Deployment, AI Integrations, Workflow Management, LLM Application, Cloud Deployment, AI Workflows, Agentic Workflows, Business Process Automation, Application Development, AI Orchestration, Prompt Engineering, Performance Analysis, Document Management, Agentic systems, Open Source Technology

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Creating an Unresourced Project with Oracle Primavera P6 PPM

    Skills you'll gain: Work Breakdown Structure, Calendar Management, Project Schedules, Project Management, Project Management Software, Scope Management, Project Planning, Timelines, Scheduling, Project Portfolio Management, Dependency Analysis, Data Visualization

    Beginner · Course · 1 - 3 Months

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    SkillUp

    S.A.F.E. Mortgage Licensing Act – Regulation G (Federal)

    Skills you'll gain: Registration, Loan Origination, Mortgage Loans, Compliance Training, Regulatory Compliance, Bank Regulations, Financial Regulations, Compliance Management, Compliance Reporting, Consumer Lending, Law, Regulation, and Compliance, Regulatory Requirements, Governance Risk Management and Compliance, Compliance Auditing, Procedure Development, Continuous Monitoring

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Complete Blazor Bootcamp - .NET 6 (WASM and Server)

    Skills you'll gain: UI Components, .NET Framework, ASP.NET, C# (Programming Language), Application Programming Interface (API), Web Applications, Web Components, Restful API, Cloud Deployment, Microsoft Azure, Back-End Web Development, Object-Relational Mapping, Web Frameworks, Code Reusability, Frontend Integration, Application Frameworks, Cloud Applications, Server Side, Application Deployment, Authentications

    Intermediate · Specialization · 3 - 6 Months

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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, Risk Mitigation, Data Preprocessing, People Analytics, Sampling (Statistics), Performance Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Governance, Ethics, and Future Trends in Web Development: Packt
  • Optimizing Foundation Models: Amazon Web Services
  • Edge AI and Nanotechnology: Nanoscale Data Processing: Coursera
  • Le Derivate: come si calcolano: Politecnico di Milano
  • Essential Google Cloud Infrastructure: Foundation - Italiano: Google Cloud
  • Introduction to Image Generation - 日本語版: Google Cloud
  • Vertex AI でノートブックを使用する: Google Cloud
  • Dify – Create No-Code Chatbots and AI Workflows: Packt
  • Creating an Unresourced Project with Oracle Primavera P6 PPM: Packt
  • S.A.F.E. Mortgage Licensing Act – Regulation G (Federal): SkillUp

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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