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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


  • C

    Coursera

    Voice of the Customer (VoC): Enhancing Experiences

    Skills you'll gain: Customer experience improvement, User Feedback, Customer Service, Customer experience strategy (CX), Customer Engagement, Customer Insights, Customer Analysis, Communication, Product Improvement, Continuous Improvement Process, Service Improvement, Data Collection, Surveys, Case Studies, Culture Transformation

    4.8 stars, 173 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (173) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Cisco Learning and Certifications

    Network Architecture Fundamentals

    Skills you'll gain: Network Architecture, OSI Models, Virtual Local Area Network (VLAN), Computer Networking, General Networking, Network Infrastructure, TCP/IP, Network Routing, Load Balancing, Network Security, Wireless Networks, Network Protocols, Network Routers, Network Troubleshooting, Local Area Networks, Virtual Networking, Network Model, Network Switches, Wide Area Networks, Telecommunications

    4.8 stars, 23 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Analyze and Manage Credit Risk in Banking

    Skills you'll gain: Credit Risk, Banking, Lending and Underwriting, Portfolio Risk, Bank Regulations, Commercial Lending, Risk Management, Risk Modeling, Risk Management Framework, Risk Mitigation, Financial Services, Risk Analysis, Investment Banking, Portfolio Management, Financial Analysis, Financial Statement Analysis, Business

    5 stars, 45 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (45) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • V

    Vanderbilt University

    AI Agents with Model Context Protocol

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Agentic systems, Tool Calling, Context Engineering, Artificial Intelligence and Machine Learning (AI/ML), AI Security, AI Enablement, Prompt Patterns, Prompt Engineering, ChatGPT, AI Personalization, AI Product Strategy, Anthropic Claude, Multimodal Prompts, Generative AI

    4.6 stars, 17 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (17) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • M

    Macquarie University

    Cyber Security: Security of AI

    Skills you'll gain: Security Testing, Cyber Threat Intelligence, Cyber Risk, AI Integrations, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Security Controls, Threat Modeling, Security Strategy, Data Ethics, Security Engineering, Threat Detection, Data Governance, Data Security, Exploitation techniques, Security Management, Information Privacy, Emerging Technologies, Model Evaluation

    4.7 stars, 33 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (33) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Simplilearn

    LLM Application Engineering and Development Certification

    Skills you'll gain: LangChain, LLM Application, Large Language Modeling, AI Workflows, Retrieval-Augmented Generation, Embeddings, Generative AI, Tool Calling, Fine-tuning, Prompt Engineering, PyTorch (Machine Learning Library), Tensorflow, Semantic Web, Natural Language Processing, Artificial Intelligence, Application Development, Analytical Skills, Application Programming Interface (API), Supervised Learning, Computer Programming Tools

    3.4 stars, 24 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 3.4 (24) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Universitat Politècnica de València

    Basic Math: Algebra

    Skills you'll gain: Linear Algebra, Algebra, Geometry, General Mathematics, Applied Mathematics

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Microsoft

    Cybersecurity Tools and Technologies

    Skills you'll gain: Intrusion Detection and Prevention, Vulnerability Management, Penetration Testing, Security Testing, Vulnerability Assessments, Cyber Security Assessment, Threat Detection, Vulnerability Scanning, Firewall, Threat Management, Virtual Private Networks (VPN), Network Security, Security Software, Microsoft Azure, Cloud Security, Test Tools, Windows PowerShell, System Testing, Command-Line Interface

    4.8 stars, 201 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (201) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Theology for Personal Spiritual Growth

    Skills you'll gain: Storytelling, Personal Integrity, Compassion, Habit Formation, Ethical Standards And Conduct, Optimism, Aesthetics, Growth Mindedness, Resilience, Empathy, Social Justice, Liberal Arts, Teaching, Creativity, Self-Awareness, Community Outreach, Music, Leadership, Diversity Awareness

    4.6 stars, 48 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (48) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Michigan

    Prediction Models with Sports Data

    Skills you'll gain: Logistic Regression, Forecasting, Data Processing, Predictive Analytics, Predictive Modeling, Statistical Modeling, Data Analysis, Market Data, Analytics, Regression Analysis, Data Preprocessing, Model Evaluation, Python Programming, Probability & Statistics, Data Ethics, Probability, Ethical Standards And Conduct

    4.5 stars, 43 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.5 (43) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Infosec

    Python for Active Defense

    Skills you'll gain: Threat Detection, Cyber Security Strategy, System Monitoring, Cybersecurity, Cyber Operations, Continuous Monitoring, Network Security, Network Monitoring, Python Programming, Scripting, Scripting Languages

    4.5 stars, 86 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (86) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Voice of the Customer (VoC): Enhancing Experiences: Coursera
  • Network Architecture Fundamentals: Cisco Learning and Certifications
  • Analyze and Manage Credit Risk in Banking: EDUCBA
  • AI Agents with Model Context Protocol: Vanderbilt University
  • Cyber Security: Security of AI: Macquarie University
  • LLM Application Engineering and Development Certification: Simplilearn
  • Basic Math: Algebra: Universitat Politècnica de València
  • Cybersecurity Tools and Technologies: Microsoft
  • Theology for Personal Spiritual Growth: Duke University
  • Transformers Unleashed: Master the Architecture of Modern AI: Coursera

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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