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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


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    University of Illinois Urbana-Champaign

    U.S. and International Taxation for Business

    Skills you'll gain: Corporate Finance, Export Control, Regulatory Compliance, Organizational Strategy, Property and Real Estate, Strategic Decision-Making, Business Analysis, Policy Analysis, Research, and Development, Case Law, Case Studies, Analysis, Consolidation

    4.7
    Rating, 4.7 out of 5 stars
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    414 reviews

    Intermediate · Specialization · 3 - 6 Months

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    LearnKartS

    Linux Security and System Troubleshooting

    Skills you'll gain: Linux Administration, Red Hat Enterprise Linux, Linux Servers, Network Troubleshooting, Linux, Event Monitoring, Systems Administration, Linux Commands, System Support, Hardening, System Monitoring, Security Controls, System Configuration, Network Administration, Authorization (Computing), Operating Systems, Unix Shell, Unix Commands, Command-Line Interface, Disaster Recovery

    Advanced · Course · 1 - 4 Weeks

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    The George Washington University

    Leading Healthcare Quality and Safety

    Skills you'll gain: Patient Safety, Clinical Leadership, Health Technology, Health Informatics, Health Care Administration, Continuous Quality Improvement (CQI), Safety Assurance, Health Policy, Healthcare Industry Knowledge, Health Care, Healthcare Ethics, Job Safety Analysis, Organizational Change, Change Management, Systems Of Measurement

    4.8
    Rating, 4.8 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    University of London

    Get Interactive: Practical Teaching with Technology

    Skills you'll gain: Education Software and Technology, Collaborative Software, Learning Management Systems, Collaboration, Digital pedagogy, Discussion Facilitation, Test Tools

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Building GenAI Applications and Agents

    Skills you'll gain: LangChain, Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Model Evaluation, Large Language Modeling, CrewAI, OpenAI API, Generative AI Agents, LLM Application, Vector Databases, Agentic Workflows, Tool Calling, ChatGPT, Responsible AI, Token Optimization, Embeddings, OpenAI, Generative AI, Python Programming

    4.3
    Rating, 4.3 out of 5 stars
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    267 reviews

    Intermediate · Specialization · 1 - 3 Months

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    U

    University of Pennsylvania

    Digital Assets: Foundations, Markets, and Regulation

    Skills you'll gain: Blockchain, Digital Assets, FinTech, Financial Systems, Financial Inclusion, Financial Market, Financial Regulations, Capital Markets, Financial Regulation, Payment Systems, Financial Services, Cryptographic Protocols, Asset Management, Market Liquidity, Law, Regulation, and Compliance, Cryptography, Regulatory Requirements, Payment Processing

    Mixed · Course · 1 - 3 Months

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    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Applied Mathematics, Business Modeling, Industrial Engineering, Model Optimization, Inventory Control, Business Analytics, Production Planning, Case Studies, Microsoft Excel, Scheduling, Portfolio Management, Facility Management

    4.8
    Rating, 4.8 out of 5 stars
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    586 reviews

    Beginner · Course · 1 - 3 Months

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    SkillUp

    Community Reinvestment Act (CRA)

    Skills you'll gain: Regulatory Compliance, Compliance Training, Interactive Learning, Compliance Management, Financial Regulation, Compliance Reporting, Bank Regulations, Consumer Lending, Compliance Auditing, Regulatory Requirements, Lending and Underwriting, Performance Testing, Banking Services, Performance Measurement, Banking, Needs Assessment, Community Development, Public Policies, Risk Management

    Beginner · Course · 1 - 4 Weeks

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    L&T EduTech

    Industrial Safety Engineering

    Skills you'll gain: Construction, Electrical Safety, Construction Inspection, Fall Protection

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Mastering Swift 6

    Skills you'll gain: Swift Programming, Memory Management, iOS Development, Apple Xcode, Code Reusability, Mobile Development, Cross Platform Development, Functional Design, Maintainability, Object Oriented Programming (OOP)

    Advanced · Course · 3 - 6 Months

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    John Wiley & Sons

    Getting Started with Linux Installation and Everyday Use

    Skills you'll gain: Linux, Linux Administration, Virtualization and Virtual Machines, File Systems, Linux Servers, File Management, Virtualization, Network Troubleshooting, Virtual Machines, Software Installation, Operating System Administration, Linux Commands, Command-Line Interface, Network Administration, System Configuration, Operating Systems, Computing Platforms, General Networking, Local Area Networks, Shell Script

    Beginner · Course · 3 - 6 Months

  • Status: Preview
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    É

    École Polytechnique

    Fundamentals of waves and vibrations

    Skills you'll gain: Vibrations, Mechanics, Engineering Analysis, Mathematical Modeling, Structural Analysis, Mechanical Engineering, Applied Mathematics, Engineering, Civil Engineering

    4.5
    Rating, 4.5 out of 5 stars
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    203 reviews

    Intermediate · Course · 1 - 3 Months

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

  • U.S. and International Taxation for Business: University of Illinois Urbana-Champaign
  • Linux Security and System Troubleshooting: LearnKartS
  • Leading Healthcare Quality and Safety: The George Washington University
  • Get Interactive: Practical Teaching with Technology: University of London
  • Building GenAI Applications and Agents: Coursera
  • Digital Assets: Foundations, Markets, and Regulation: University of Pennsylvania
  • Operations Research (1): Models and Applications: National Taiwan University
  • Community Reinvestment Act (CRA): SkillUp
  • Industrial Safety Engineering: L&T EduTech
  • Mastering Swift 6: 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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