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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

    Unreal Engine 5 - The Intermediate Course

    Skills you'll gain: Unreal Engine, Animation and Game Design, Data Structures, 3D Assets, Game Design, 3D Modeling, Virtual Environment, Computer Graphic Techniques, Code Reusability, Video Game Development, Visualization (Computer Graphics), Graphical Tools, Data Management, Model Optimization, Object Oriented Programming (OOP), Scripting, Event-Driven Programming, Software Design, Debugging, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

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    Packt

    Introduction to Microsoft Teams and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft 365, Team Management, Group Policy, Azure Active Directory, User Provisioning, System Configuration, Identity and Access Management, Role-Based Access Control (RBAC), Product Lifecycle Management, Windows PowerShell, Network Planning And Design, Network Performance Management, Authorization (Computing), Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Model Evaluation and Benchmarking

    Skills you'll gain: Generative AI, Model Evaluation, Dashboard Creation, Dashboard, Image Quality, Embeddings, Image Analysis, Large Language Modeling, Data Visualization, Continuous Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    SonarQube Mastery: Continuous Code Inspection & Security

    Skills you'll gain: SonarQube, Continuous Integration, Code Coverage, Vulnerability, Code Review, Security Testing, CI/CD, Secure Coding, Application Security, Vulnerability Scanning, Continuous Delivery, DevSecOps, Software Quality Assurance, Maintainability, Vulnerability Management, Software Technical Review, Security Management, Data Integration, Quality Improvement, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Data Pipeline Engineering & Analytics

    Skills you'll gain: Dashboard, Conversion Funnel Analysis, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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    Whizlabs

    Microsoft Fabric: Ingest and Transform Data

    Skills you'll gain: Dataflow, Real Time Data, Data Pipelines, Data Transformation, Data Integration, Data Processing, Extract, Transform, Load, Power BI, PySpark, Apache Spark, Data Quality, Data Store, Data Governance, Analytics

    Intermediate · Course · 1 - 4 Weeks

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    FutureThink

    Modern Efficiency: Use AI to Lead Productivity

    Skills you'll gain: Meeting Facilitation, Productivity, Operational Efficiency, Time Management, Organizational Leadership, Business Leadership, Leadership, Leadership and Management, Decision Making, Strategic Leadership, Leadership Development, Strategic Decision-Making, Communication Planning, Generative AI, Communication Strategies, Strategic Communication, Artificial Intelligence and Machine Learning (AI/ML), Communication, Business Communication, Corporate Communications

    Beginner · Course · 3 - 6 Months

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    Coursera

    Weaviate Database Mastery

    Skills you'll gain: Vector Databases, Performance Tuning, Docker (Software), Embeddings, Query Languages, Multimodal Prompts, Generative AI, AI Integrations, API Design, Application Deployment, Database Design, Development Environment, Restful API, Image Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

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    Packt

    Microsoft Azure Fundamentals Certification and Beyond

    Skills you'll gain: Microsoft Azure, Azure Active Directory, Cloud Computing, Cloud Computing Architecture, Identity and Access Management, Cloud Deployment, Cloud Solutions, Cloud Services, Cloud Infrastructure, Cloud Management, Cloud Security, Role-Based Access Control (RBAC), Azure DevOps, Authentications, Data Governance, IT Security Architecture, Azure DevOps Pipelines, Azure Synapse Analytics, Cyber Governance, Microsoft Copilot

    Beginner · Course · 1 - 3 Months

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    SAS

    Responsible Innovation and Trustworthy AI

    Skills you'll gain: Responsible AI, Data Ethics, AI Security, Regulatory Compliance, Artificial Intelligence, AI literacy, AI Integrations, Business Ethics, Risk Analysis, SAS (Software), Ethical Standards And Conduct, Human Centered Design, Accountability, Analytics, Diversity and Inclusion, Information Privacy, Data Governance, Data Security, Data Management, Model Deployment

    Beginner · Course · 1 - 4 Weeks

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    STARWEAVER

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: Data Warehousing, Data Architecture, SQL, Business Intelligence, Data Pipelines, Data Modeling, Data Management, Data-Driven Decision-Making, Query Languages, Business Analytics, Data Transformation, Performance Tuning, Cloud Computing, Cloud Management, Scripting, Python Programming

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    7 reviews

    Advanced · Course · 1 - 4 Weeks

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    Duke University

    Python Generators

    Skills you'll gain: Python Programming, Data Pipelines, Computer Programming, Software Engineering

    Beginner · Guided Project · Less Than 2 Hours

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

  • Unreal Engine 5 - The Intermediate Course: Packt
  • Introduction to Microsoft Teams and Team Management: Packt
  • Model Evaluation and Benchmarking: Coursera
  • SonarQube Mastery: Continuous Code Inspection & Security: Coursera
  • Data Pipeline Engineering & Analytics: Coursera
  • Microsoft Fabric: Ingest and Transform Data: Whizlabs
  • Modern Efficiency: Use AI to Lead Productivity: FutureThink
  • Weaviate Database Mastery: Coursera
  • Microsoft Azure Fundamentals Certification and Beyond: Packt
  • Responsible Innovation and Trustworthy AI: SAS

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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