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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


  • P

    Packt

    Practical Quantum Computing with IBM Qiskit for Beginners

    Skills you'll gain: IBM Cloud, Cryptography, Algorithms, Python Programming, Linear Algebra, Computational Thinking, Jupyter, Simulation and Simulation Software, Physics, Software Installation, Development Environment

    4.4
    Rating, 4.4 out of 5 stars
    ·
    11 reviews

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Python for Data Visualization: Matplotlib & Seaborn

    Skills you'll gain: Matplotlib, Histogram, Plot (Graphics), Data Visualization, Seaborn, Scatter Plots, Data Visualization Software, Statistical Visualization, Graphing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    78 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Architecture and Virtualization

    Skills you'll gain: Network Architecture, Virtual Networking, Virtualization, Network Planning And Design, Software-Defined Networking, Virtual Private Networks (VPN), Network Protocols, Cloud Infrastructure, Local Area Networks, Wireless Networks, Wide Area Networks, Virtual Machines

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Palliative Care Capstone Projects

    Skills you'll gain: Pain Management, Patient Communication, Care Management, Healthcare Ethics, Compassion, Patient Evaluation, Patient-centered Care, Dignity in Care, Clinical Assessment, Self-Awareness, Communication, Cultural Sensitivity

    4.6
    Rating, 4.6 out of 5 stars
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Macquarie University

    Cyber Security: Data & Identity Security

    Skills you'll gain: Identity and Access Management, Cryptography, Network Security, AWS Identity and Access Management (IAM), Data Security, Authentications, Encryption, Advanced Encryption Standard (AES), Network Protocols, Cyber Risk, Cybersecurity, Data Sharing, Cyber Attacks, Secure Coding, Key Management, Computer Security, Data Management, Cyber Security Strategy, Security Management, Security Awareness

    4.3
    Rating, 4.3 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 3 - 6 Months

  • M

    Macquarie University

    Statistics and Data Analysis with Excel: Intermediate

    Skills you'll gain: Pivot Tables And Charts, Data Visualization, Statistical Inference, Data Visualization Software, Correlation Analysis, Microsoft Excel, Probability & Statistics, Regression Analysis, Statistical Hypothesis Testing, Data Analysis, Excel Formulas, Statistical Analysis, Sampling (Statistics), Trend Analysis, Forecasting, Variance Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    18 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Legal Researchers: Accelerating Case Analysis

    Skills you'll gain: Legal Technology, Legal Research, Anthropic Claude, Generative AI, ChatGPT, Legal Writing, Responsible AI, AI Workflows, Prompt Engineering, Case Law, Human Factors

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Quality and Safety in Ambulatory Healthcare Management

    Skills you'll gain: Patient Safety, Continuous Quality Improvement (CQI), Health Systems, Safety Assurance, Health Care Procedure and Regulation, Healthcare Industry Knowledge, Healthcare Project Management, Risk Management, Project Management, Key Performance Indicators (KPIs), Incident Management, Strategic Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

  • F

    Fred Hutchinson Cancer Center

    AI for Decision Makers

    Skills you'll gain: Responsible AI, AI Enablement, Technology Strategies, Artificial Intelligence, Business Ethics, Strategic Leadership, Artificial Intelligence and Machine Learning (AI/ML), Project Management, Legal Risk, Law, Regulation, and Compliance, Ethical Standards And Conduct, LLM Application, Decision Making, Generative AI, Needs Assessment, Mitigation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Advanced Commands in Linux

    Skills you'll gain: Linux Commands, Linux, Command-Line Interface, Linux Administration, OS Process Management, Ubuntu, System Monitoring, Network Troubleshooting, File Transfer Protocol (FTP), File Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad Nacional Autónoma de México

    IA: Ética en la Inteligencia Artificial Educativa

    Skills you'll gain: Responsible AI, Law, Regulation, and Compliance, Data Ethics, Artificial Intelligence, Education and Training, Ethical Standards And Conduct, Social Impact, Social Sciences, Social Studies, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    AI CERTs

    AI Foundations & Industry Overview for Telecommunication

    Skills you'll gain: Internet Of Things, Natural Language Processing, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Automation, Network Performance Management, Network Monitoring, Generative AI Agents, Data Pipelines, Generative AI, Wireless Networks, Artificial Intelligence, Emerging Technologies, Network Architecture, Digital Communications, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Practical Quantum Computing with IBM Qiskit for Beginners: Packt
  • Python for Data Visualization: Matplotlib & Seaborn: Coursera
  • Architecture and Virtualization: Packt
  • Palliative Care Capstone Projects: University of Colorado System
  • Cyber Security: Data & Identity Security: Macquarie University
  • Statistics and Data Analysis with Excel: Intermediate: Macquarie University
  • GenAI for Legal Researchers: Accelerating Case Analysis: Coursera
  • Quality and Safety in Ambulatory Healthcare Management: Johns Hopkins University
  • AI for Decision Makers: Fred Hutchinson Cancer Center
  • Advanced Commands in Linux: 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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