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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


  • U

    University of California, Santa Cruz

    AI Agent Architecture with the Model Context Protocol

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Generative AI Agents, AI Integrations, Agentic systems, Context Engineering, Agentic Workflows, Application Deployment, Token Optimization, Tool Calling, LLM Application, Context Management, Enterprise Architecture, Responsible AI, Model Evaluation, Large Language Modeling, Memory Management, Routing Protocols

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Understanding the U.S. Healthcare Landscape

    Skills you'll gain: Pharmaceuticals, Managed Care, Health Systems, Healthcare Industry Knowledge, Medicaid, Medicare, Health Care, Payment Systems, Drug Development, Health Policy, Public Health, Value-Based Care, Health Care Procedure and Regulation, Policy Analysis, Community Health, Tax Laws

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Crash Course on Embedded C Programming

    Skills you'll gain: Embedded Systems, Embedded Software, C (Programming Language), Code Reusability, Memory Management, Programming Principles, Data Structures, Development Environment

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Work with Gemini Models in BigQuery - Français

    Skills you'll gain: Gemini, Google Gemini, SQL, Generative AI, Applied Machine Learning, Google Cloud Platform, Customer Relationship Management, Query Languages, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Big Data Management and Optimization

    Skills you'll gain: Security Controls, Scalability, Data Governance, Data Management, Performance Tuning, Microsoft Azure, Metadata Management, IT Security Architecture, Azure Active Directory, Disaster Recovery, Data Security, Big Data, Identity and Access Management, Encryption

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Sales Coaching and Team Enablement for the Digital Era

    Skills you'll gain: Sales Enablement, Personal Development, Diversity Training, Empowerment, Employee Coaching, Coaching, Knowledge Transfer, Sales Development, Team Collaboration, Sales Management, Agile Methodology, Self-Awareness, Intercultural Competence, Sales Training, Collaboration, Diversity Awareness, Cultural Sensitivity, Team Performance Management, AI Personalization, Growth Mindedness

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    OS Deployment (OSD) & Application Deployment

    Skills you'll gain: Application Deployment, Windows PowerShell, Operating System Administration, Software Installation, Operating Systems, Package and Software Management, Microsoft Windows, System Configuration, Release Management, IT Infrastructure, Configuration Management, Simulations

    Intermediate · Course · 1 - 4 Weeks

  • C

    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

  • A

    Alex Genadinik

    Build Healthy Habits With Latest Neuroscience Research

    Skills you'll gain: Habit Formation, Personal Development, Goal Setting, Productivity, Self-Motivation, Self-Discipline, Learning Strategies, Neurology, Self-Awareness, Behavior Management, Endocrinology, Nutrition and Diet

    Mixed · Course · 1 - 3 Months

  • P

    Pearson

    CCNP and CCIE Security Core SCOR 350-701(Exam Blueprint 1.1)

    Skills you'll gain: Network Security, Endpoint Security, Cloud Security, Threat Detection, Endpoint Detection and Response, Cyber Threat Intelligence, IT Security Architecture, Intrusion Detection and Prevention, Cybersecurity, Identity and Access Management, Infrastructure Security, Firewall, Cloud Computing, Security Controls, Continuous Monitoring, Incident Response, Data Security, Email Security, Network Monitoring, Malware Protection

    Intermediate · Course · 1 - 4 Weeks

  • S

    Sungkyunkwan University

    How to Understand Our Emotions: Seongho's New Proposal 1

    Skills you'll gain: Compassion, Empathy & Emotional Intelligence, Emotional Intelligence, Recognizing Others, Empathy, Self-Awareness, Psychology, Cultural Sensitivity, Personal Integrity, Liberal Arts, Ethical Standards And Conduct, Decision Making, Critical Thinking

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Analyze Jira: Find Your Open Work

    Skills you'll gain: Prioritization, Jira (Software), Organizational Skills, Decision Making, Backlogs, Keyword Research, Project Management Software, Timelines, Strategic Prioritization, Dashboard, Issue Tracking, Query Languages, Project Management, Resource Management

    Beginner · Course · 1 - 4 Weeks

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

  • AI Agent Architecture with the Model Context Protocol: University of California, Santa Cruz
  • Understanding the U.S. Healthcare Landscape: Northeastern University
  • Crash Course on Embedded C Programming: Packt
  • Work with Gemini Models in BigQuery - Français: Google Cloud
  • Big Data Management and Optimization: Microsoft
  • Sales Coaching and Team Enablement for the Digital Era: LearnQuest
  • OS Deployment (OSD) & Application Deployment: Packt
  • ThoughtSpot-Based BI Analytics: Coursera
  • Build Healthy Habits With Latest Neuroscience Research: Alex Genadinik
  • CCNP and CCIE Security Core SCOR 350-701(Exam Blueprint 1.1): Pearson

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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