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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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    Coursera

    Build & Evaluate Real-Time Object Detectors

    Skills you'll gain: Computer Vision, Model Optimization, Performance Analysis, Performance Measurement, System Requirements, Data Pipelines, Quality Assessment

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Management for Analytics Part 1

    Skills you'll gain: Database Design, Database Theory, Database Systems, Data Modeling, Database Management Systems, Metadata Management, Database Management, Databases, Database Administration, Data Management, Relational Databases, Database Architecture and Administration, Unified Modeling Language, Data Governance, Data Integrity, Data Quality, Data Mapping, Dependency Analysis

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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    John Wiley & Sons

    Foundations of Strategic Planning for Public & Nonprofits

    Skills you'll gain: Strategic Planning, Organizational Strategy, Case Studies, Business Planning, Stakeholder Engagement, Resource Allocation, Stakeholder Management, Resource Management, Strategic Leadership, Resource Planning, Stakeholder Analysis, Leadership and Management, Strategic Thinking, Systems Thinking, Mitigation, Non-Profit Accounting, Strategic Decision-Making, Organizational Change, Public Administration, Leadership Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced LLM Design: Retrieval, Context, and Prompts

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, LLM Application, Large Language Modeling, Model Evaluation, Embeddings, Context Management, Vector Databases, Artificial Intelligence, Scalability, Performance Metric, Machine Learning, Application Programming Interface (API), Continuous Improvement Process

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Colorado System

    Moving, Shooting, and Debugging in GameMaker

    Skills you'll gain: Video Game Development, Game Design, Debugging, Unity Engine, Program Development, Unreal Engine, Programming Principles, Integrated Development Environments, Computer Programming, C# (Programming Language), Scripting Languages, Scripting

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    SkillUp

    Data Privacy and Protection for Healthcare

    Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, General Data Protection Regulation (GDPR), Medical Privacy, Regulatory Compliance, Data Ethics, Vulnerability Management, Incident Response, Information Privacy, Vulnerability Assessments, Health Information Management, Data Security, Computer Security Incident Management, Data Loss Prevention, Health Informatics, Data Presentation, Data Analysis, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Literacy

    Intermediate · Specialization · 1 - 3 Months

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    Edureka

    Salesforce Agentforce: Introduction to Agentforce Platform

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, Salesforce, AI Integrations, AI Orchestration, Agentic Workflows, Artificial Intelligence, Generative AI Agents, Agentic systems, Customer Relationship Management (CRM) Software

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    ThoughtSpot-Based BI Analytics

    Skills you'll gain: Dashboard, Dashboard Creation, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Presentation, Business Analytics, Data Literacy, Advanced Analytics, Analytics, Trend Analysis, Data-Driven Decision-Making, Forecasting, Stakeholder Communications, AI Enablement, Data Analysis, Real Time Data

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Advanced Git and GitHub Features

    Skills you'll gain: Code Review, Web Presence, Software Documentation

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Advanced · Course · 1 - 3 Months

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    Packt

    Kanban for Software Project Management

    Skills you'll gain: Kanban Principles, Workflow Management, Agile Software Development, Agile Project Management, Project Estimation, Agile Methodology, Estimation, Process Optimization, Backlogs, Agile Product Development, User Story, Process Improvement, Resource Utilization

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Minnesota State University, Mankato

    Organizational Design

    Skills you'll gain: Employee Engagement, Organizational Change, Organizational Structure, Workflow Management, Business Workflow Analysis, Process Design, Organizational Development, Operational Excellence, Culture Transformation, Drive Engagement, Organizational Effectiveness, Communication Strategies, Business Process Improvement, Business Management, Workforce Management, Performance Improvement, Business Operations, Productivity, Decision Making, Strategic Thinking

    3.3
    Rating, 3.3 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Go Essentials: Concurrency, gRPC & More

    Skills you'll gain: Go (Programming Language), Web Frameworks, Unit Testing, Application Frameworks, Development Testing, Programming Principles, Code Reusability, Web Development, Maintainability, Data Structures

    Intermediate · Course · 1 - 3 Months

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

  • Build & Evaluate Real-Time Object Detectors: Coursera
  • Data Management for Analytics Part 1: Northeastern University
  • Foundations of Strategic Planning for Public & Nonprofits: John Wiley & Sons
  • Advanced LLM Design: Retrieval, Context, and Prompts: Packt
  • Moving, Shooting, and Debugging in GameMaker: University of Colorado System
  • Data Privacy and Protection for Healthcare: SkillUp
  • Salesforce Agentforce: Introduction to Agentforce Platform: Edureka
  • ThoughtSpot-Based BI Analytics: Coursera
  • Advanced Git and GitHub Features: Packt
  • Kanban for Software Project Management: 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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