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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


  • E

    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment

    ★ 4.7 (31) · Intermediate · Course · 1 - 4 Weeks

  • S

    SkillUp

    AI Technologies in Healthcare

    Skills you'll gain: Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Jupyter, LLM Application, AI Integrations, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Decision Support Systems, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • 2

    28DIGITAL

    AI for Cybersecurity

    Skills you'll gain: Cybersecurity, Cyber Attacks, AI Security, Network Security, Information Systems Security, Data Ethics, Deep Learning, Responsible AI, Intrusion Detection and Prevention, Artificial Intelligence and Machine Learning (AI/ML), Malware Protection, Natural Language Processing, Artificial Intelligence, Machine Learning Methods, Threat Detection, Anomaly Detection, Machine Learning, Supervised Learning, Classification Algorithms

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Virginia Darden School Foundation

    Human Excellence in the AI Age, Part 1: A Soft Skills Course

    Skills you'll gain: Mindfulness, Meditation & Breathwork, Trustworthiness, Adaptability, Relationship Building, Personal Development, Emotional Intelligence, Stress Management, Willingness To Learn, Social Skills, Professional Development, Quick Learning, Self-Awareness, Cognitive flexibility, Leadership Development, Lifelong Learning, Overcoming Obstacles, Leadership, Open Mindset, Workforce Development

    ★ 4.7 (43) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Risk Management Essentials

    Skills you'll gain: Responsible AI, Enterprise Risk Management (ERM), Risk Management Framework, Risk Management, Governance Risk Management and Compliance, Data Ethics, Business Risk Management, Generative AI, AI Enablement, Compliance Management, AI Integrations, Risk Mitigation, Risk Analysis, Regulatory Compliance, Governance, Mitigation, Artificial Intelligence and Machine Learning (AI/ML)

    ★ 4.7 (9) · Intermediate · Course · 1 - 4 Weeks

  • T

    The University of Melbourne

    Global Adolescent Health

    Skills you'll gain: Social Determinants Of Health, Health Disparities, Health Policy, Health Education, Public Health and Disease Prevention, Health Promotion, Public Health, Socioeconomics, Human Development, Community Health, Mental Health, Child Development, Child Health, Health Care, Maternal Health, Family Support, Chronic Diseases, Nutrition and Diet

    ★ 4.8 (128) · Beginner · Course · 1 - 3 Months

  • V

    Vanderbilt University

    AI Agents in Typescript/Javascript with Generative AI

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Debugging, TypeScript, Agentic systems, AI Orchestration, AI Workflows, Node.JS, OpenAI API, Generative AI, Program Development, Artificial Intelligence, LLM Application, Programming Principles, Maintainability, Prompt Engineering, Application Frameworks, Javascript, Large Language Modeling, File Systems

    Beginner · Course · 1 - 4 Weeks

  • F

    Fundação Instituto de Administração

    Como engajar equipes e criar cultura em ambientes virtuais

    Skills you'll gain: Virtual Teams, Team Building, Drive Engagement, Teamwork, Team Management, Conflict Management, Team Collaboration, Team Leadership, Collaboration, Virtual Environment, Team Motivation, Storytelling, Leadership, Employee Engagement, Diversity and Inclusion, Willingness To Learn, Lifelong Learning, Communication Strategies, Culture

    ★ 4.9 (105) · Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Kubernetes: Build, Configure & Troubleshoot Clusters

    Skills you'll gain: Kubernetes, Cloud-Native Computing, Containerization, Amazon Web Services, Application Deployment, Amazon Elastic Compute Cloud, Cloud Infrastructure, Scenario Testing, Cloud Deployment, Network Troubleshooting, Ubuntu, System Configuration, Software Installation, Linux Commands, Command-Line Interface

    Mixed · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Responsible and Ethical AI

    Skills you'll gain: Responsible AI, Data Ethics, Artificial Intelligence, Data Governance, Artificial Intelligence and Machine Learning (AI/ML), Dependency Analysis, Law, Regulation, and Compliance, Machine Learning, Ethical Standards And Conduct, Data-Driven Decision-Making, Data Integrity, General Data Protection Regulation (GDPR), Personally Identifiable Information, Information Privacy, Risk Management Framework, Model Evaluation, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Network Troubleshooting, Network Routing, Routing Protocols, Network Routers, OSI Models, TCP/IP, Virtual Local Area Network (VLAN), Network Switches, Network Architecture, Networking Hardware, Network Administration, Local Area Networks, Network Infrastructure, Network Protocols, System Configuration, Configuration Management

    ★ 4.7 (37) · Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Azure Infrastructure Fundamentals

    Skills you'll gain: Azure Active Directory, Cloud Infrastructure, Microsoft Azure, Virtual Machines, Infrastructure As A Service (IaaS), Virtualization and Virtual Machines, Role-Based Access Control (RBAC), Active Directory, IT Infrastructure, Infrastructure Security, Infrastructure Architecture, Virtual Networking, Multi-Factor Authentication, Network Infrastructure, Cloud Hosting, Cloud Storage, Virtualization, Data Storage Technologies, Identity and Access Management, Cloud Computing

    ★ 3.8 (53) · Intermediate · Course · 1 - 3 Months

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

  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • AI Technologies in Healthcare: SkillUp
  • AI for Cybersecurity: 28DIGITAL
  • Human Excellence in the AI Age, Part 1: A Soft Skills Course: University of Virginia Darden School Foundation
  • GenAI for Risk Management Essentials: Coursera
  • Global Adolescent Health: The University of Melbourne
  • AI Agents in Typescript/Javascript with Generative AI: Vanderbilt University
  • Como engajar equipes e criar cultura em ambientes virtuais: Fundação Instituto de Administração
  • Kubernetes: Build, Configure & Troubleshoot Clusters: EDUCBA
  • Responsible and Ethical AI: Northeastern University

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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