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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


  • Status: Free Trial
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    L

    L&T EduTech

    Basics of Fire Protection, Detection and Life Safety Systems

    Skills you'll gain: Building Codes, Construction, Safety Standards, Building Services Engineering, Building Design, Facility Management and Maintenance, Hazard Analysis, Safety and Security, Firewall, Design Specifications, Systems Integration

    4.6
    Rating, 4.6 out of 5 stars
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    79 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    SkillUp

    Statistical Analysis and Data Modeling in Healthcare

    Skills you'll gain: Statistical Hypothesis Testing, Clinical Research, Clinical Data Management, Data Analysis, Analytics, Machine Learning Methods, Healthcare Ethics, Data Literacy, Health Informatics, Regression Analysis, Descriptive Analytics, Predictive Analytics, Machine Learning Software, Supervised Learning, Statistical Analysis, Data Analysis Software, Statistics, Statistical Machine Learning, Decision Tree Learning, Random Forest Algorithm

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
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    Coursera

    Optimizing and Governing AI Systems

    Skills you'll gain: Model Optimization, Responsible AI, Risking, Data Ethics, MLOps (Machine Learning Operations), Model Deployment, System Monitoring, Model Evaluation, Performance Tuning, Compliance Management, Technology Roadmaps, Governance, Prompt Engineering, Machine Learning, Risk Management, Generative AI, Data-Driven Decision-Making, Performance Analysis, Statistical Analysis, Cross-Functional Collaboration

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Optimization for Decision Making

    Skills you'll gain: Operations Research, Mathematical Modeling, Business Modeling, Business Analytics, Analytics, Business Mathematics, Process Optimization, Data-Driven Decision-Making, Applied Mathematics, Model Optimization, Microsoft Excel, Decision Making, Spreadsheet Software, Graphing

    4.7
    Rating, 4.7 out of 5 stars
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    91 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Model Training, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data-Driven Decision-Making, Data Preprocessing, Predictive Analytics, Data Collection, Applied Machine Learning, R Programming, Data Pipelines, Research, Supervised Learning, Technical Communication, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
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    26 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Rigid Body Dynamics

    Skills you'll gain: Mechanics, Mechanical Engineering, Torque (Physics), Engineering, Engineering Analysis, Engineering Calculations, Physics, Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Integral Calculus

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    P

    Packt

    The Complete Ethical Hacking Course

    Skills you'll gain: Network Security, Security Software, Software Installation, SQL, Virtual Machines, Data Structures, File Management

    4.7
    Rating, 4.7 out of 5 stars
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    25 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    International Marketing and Global Trade

    Skills you'll gain: Global Marketing, Intercultural Competence, Strategic Planning, Cultural Diversity, Cultural Sensitivity, Market Research, Market Analysis, Strategic Decision-Making, International Finance, Product Lifecycle Management, Diversity Awareness, Culture, Business Planning, Market Intelligence, Advertising, Branding, Strategic Marketing, Marketing Strategies, Consumer Behaviour, Business Development

    Beginner · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    Analyze Investment Banking, Markets & Asset Management

    Skills you'll gain: Derivatives, Futures Exchange, Investment Banking, Investment Management, Asset Management, Portfolio Risk, Financial Analysis, Banking Services, Risk Management, Finance, Securities (Finance), Wealth Management, Financial Market, Investments, Financial Regulations, Financial Trading, Financial Services, Financial Sales, Brokerage, Risk Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    11 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    Microsoft

    Cybersecurity Management and Compliance

    Skills you'll gain: Cloud Security, Compliance Management, Cloud Management, Security Strategy, Regulatory Compliance, Security Management, Governance Risk Management and Compliance, Cloud Computing, Cloud Platforms, Microsoft Azure, Personally Identifiable Information, Business Continuity, Business Continuity Planning, Cyber Governance, Control Objectives for Information and Related Technology (COBIT), Law, Regulation, and Compliance, Cloud Standards, Data Security, Threat Detection, Data Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    165 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex AI Tabular Data: Qwik Start

    Skills you'll gain: Model Training, Google Cloud Platform, Model Deployment, Applied Machine Learning, Predictive Modeling, Cloud Computing, Classification Algorithms, Cloud Deployment, Predictive Analytics

    Intermediate · Project · Less Than 2 Hours

  • Status: Preview
    Preview
    E

    Emory University

    So You Think You Know Tango?

    Skills you'll gain: Music Theory, Music History, Music, World Music, Classical Music, Instrumental Music, Musical Composition, Performing Arts, Music Performance, Storytelling

    4.6
    Rating, 4.6 out of 5 stars
    ·
    111 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Basics of Fire Protection, Detection and Life Safety Systems: L&T EduTech
  • Statistical Analysis and Data Modeling in Healthcare: SkillUp
  • Optimizing and Governing AI Systems: Coursera
  • Optimization for Decision Making: University of Minnesota
  • Data Science at Scale - Capstone Project: University of Washington
  • Rigid Body Dynamics: Korea Advanced Institute of Science and Technology(KAIST)
  • The Complete Ethical Hacking Course: Packt
  • International Marketing and Global Trade: EDUCBA
  • Analyze Investment Banking, Markets & Asset Management: EDUCBA
  • Cybersecurity Management and Compliance: Microsoft

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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