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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


  • Status: Free Trial
    Free Trial
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    Coursera

    GenAI for Sales Ops: Automating Workflow Efficiency

    Skills you'll gain: Sales Operations, Generative AI Agents, HubSpot CRM, Customer Relationship Management (CRM) Software, Salesforce, Sales Process, Business Workflow Analysis, Business Process Automation, Customer Relationship Management, Lead Generation, General Sales Practices, Workflow Management, Agentic Workflows, Process Analysis, Sales, Automation, Data Entry, Agentic systems, Systems Integration, Data Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Packt

    AI-Enhanced Scrum Master – Smarter Agile Automation

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Generative AI, Microsoft Copilot, Scrum (Software Development), AI Enablement, Backlogs, AI Workflows, Responsible AI, User Story, Anthropic Claude, Sprint Planning, AI Integrations, Agile Methodology, Productivity Software, Prioritization

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    User Segmentation, Experimentation, and Retention Analytics

    Skills you'll gain: Customer Retention, Customer Analysis, Customer Insights, Driving engagement, Sample Size Determination, Analytics, User Research, Product Management, Trend Analysis, Statistical Inference, Data-Driven Decision-Making, Unsupervised Learning, Analysis, Statistical Hypothesis Testing, Statistical Analysis, Performance Measurement, Scikit Learn (Machine Learning Library), Strategic Decision-Making, Algorithms

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Packt

    Foundations of IT Project Management

    Skills you'll gain: Project Risk Management, IT Management, Project Management, Software Development Methodologies, Systems Development Life Cycle, IT Infrastructure, Software Development Life Cycle, Information Technology, Project Portfolio Management, Project Scoping, Cloud Infrastructure, Environmental Social And Corporate Governance (ESG), Risk Management, Resource Management, Security Management, Agile Methodology, Scrum (Software Development), Agile Software Development, Cloud Services, Information Technology Operations

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Decision Intelligence, AI Orchestration, Responsible AI, Agentic systems, Agentic Workflows, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, AI Security, Model Training, Model Optimization

    Beginner · Course · 1 - 4 Weeks

  • Status: Free
    Free
    A

    Amazon Web Services

    Using Amazon Q to Enhance Applications and Developer Productivity

    Skills you'll gain: Software Development Tools, AI Workflows, Amazon Web Services, Program Development

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Managing IT Project Scope, Schedule, and Resources

    Skills you'll gain: Scope Management, Cost Management, Project Schedules, Budget Management, Project Scoping, Project Performance, Scheduling, Stakeholder Engagement, Stakeholder Management, Resource Management, Work Breakdown Structure, Cost Estimation, Resource Utilization, Requirements Management, Project Controls, Timelines, Resource Allocation, Budgeting, Stakeholder Communications, Performance Metric

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Train Large Language Models Faster - Parallelism Deep Dive

    Skills you'll gain: Model Optimization, Model Training

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    G

    Google Cloud

    Hosting a Web App on Google Cloud Using Compute Engine Azure

    Skills you'll gain: Cloud Hosting, Load Balancing, Cloud Deployment, Cloud Applications, Google Cloud Platform, Infrastructure As A Service (IaaS), Cloud Computing, Microsoft Azure, Virtual Machines, Web Servers, Servers, Managed Services

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Packt

    Interview Questions and Real-World Applications

    Skills you'll gain: Data Structures, Algorithms, Computer Programming, Computational Thinking, Debugging, Problem Solving, C++ (Programming Language), Performance Tuning, Theoretical Computer Science, Solution Design, Python Programming, Computational Logic

    Intermediate · Course · 3 - 6 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    AWS AI Practitioner Power Hour

    Skills you'll gain: Amazon Bedrock, Responsible AI, Generative Model Architectures, Generative AI, AI Security, Artificial Intelligence, AI literacy, Large Language Modeling, Amazon Web Services, Data Ethics, Retrieval-Augmented Generation, Image Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    SCCM Installation & Client Configuration

    Skills you'll gain: Active Directory, Software Installation, System Configuration, Microsoft Servers, Microsoft Intune (Mobile Device Management Software), Software Configuration Management, Azure Active Directory, Hyper-V, System Implementation, Infrastructure Architecture, IT Infrastructure, Mac OS, Virtual Machines, Microsoft Azure, System Requirements, Scalability

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAI for Sales Ops: Automating Workflow Efficiency: Coursera
  • AI-Enhanced Scrum Master – Smarter Agile Automation: Packt
  • User Segmentation, Experimentation, and Retention Analytics: Coursera
  • Foundations of IT Project Management: Packt
  • Decision-Making in Dynamic Environments: LearnQuest
  • Using Amazon Q to Enhance Applications and Developer Productivity: Amazon Web Services
  • Managing IT Project Scope, Schedule, and Resources: Packt
  • Train Large Language Models Faster - Parallelism Deep Dive: Packt
  • Hosting a Web App on Google Cloud Using Compute Engine Azure: Google Cloud
  • Interview Questions and Real-World Applications: 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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