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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
    Free Trial
    U

    Universidad de los Andes

    Ciencia de datos​

    Skills you'll gain: Data Visualization, Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Interactive Data Visualization, Statistical Visualization, Predictive Modeling, Correlation Analysis, Classification And Regression Tree (CART), Data Quality, Data Wrangling, Data Science, Jupyter, Data Analysis, Data Preprocessing, Statistical Machine Learning, Data Transformation, Supervised Learning, Machine Learning Methods

    4.7
    Rating, 4.7 out of 5 stars
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    581 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
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    U

    University of Illinois Urbana-Champaign

    Introduction to Finance: The Basics

    Skills you'll gain: Financial Statements, Finance, Financial Statement Analysis, Financial Accounting, Cash Flows, Financial Analysis, Financial Reporting, Income Statement, Financial Management, Balance Sheet, Financial Market, General Finance, Corporate Finance, Resource Allocation, Investment Banking, Capital Budgeting, Capital Markets, Organizational Structure, Corporate Tax, Leadership and Management

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    558 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    B

    Board Infinity

    Vibe Coding: Build Full-Stack AI Apps Without Writing Code

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Prompt Engineering Tools, Claude Code, Vibe coding, Large Language Modeling, Full-Stack Web Development, Back-End Web Development, Debugging, Front-End Web Development, Application Deployment, Application Design, Server Side, AI Integrations, Web Applications, AI Personalization, Software Architecture, Business Logic, Test Driven Development (TDD), Product Design

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Pearson

    Critical Thinking and Decision Skills

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Deductive Reasoning, Decision Making, Problem Solving, Analytical Skills, Positivity, Open Mindset

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    AI for Energy and Biomedical Applications

    Skills you'll gain: Precision Medicine, Biomedical Engineering, Energy and Utilities, Image Analysis, Medical Imaging, Artificial Intelligence, Electric Power Systems, Bioinformatics, Drug Development, Sustainable Technologies, Generative AI, Patient-centered Care, Applied Machine Learning, Predictive Modeling, Machine Learning Methods, Anomaly Detection, Machine Learning Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    80 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    A

    Automatic Data Processing, Inc. (ADP)

    Essential Skills for Comp & Benefits Professionals

    Skills you'll gain: Data Collection, Data Visualization, Data Presentation, Data-Driven Decision-Making, Microsoft Excel, Spreadsheet Software, Data Visualization Software, Project Management, Data Analysis, Compensation and Benefits, Business Analytics, Analytics, Google Sheets, Project Design, Timelines, Data Cleansing, Data Integrity, Data Preprocessing, Agile Methodology, Employee Surveys

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    M

    Michigan State University

    Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course)

    Skills you'll gain: Peer Review, Writing and Editing, Editing, Storytelling

    4.5
    Rating, 4.5 out of 5 stars
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    796 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Data Mining Foundations and Practice

    Skills you'll gain: Data Mining, Anomaly Detection, Unsupervised Learning, Data Warehousing, Machine Learning Methods, Supervised Learning, Data Pipelines, Data Preprocessing, Classification Algorithms, Data Processing, Data Modeling, Decision Tree Learning, Data Science, Data Management, Machine Learning Algorithms, Data Cleansing, Model Evaluation, Analytical Skills, Ideation, Exploratory Data Analysis

    Build toward a degree

    4.1
    Rating, 4.1 out of 5 stars
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    188 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    S

    Sage Publications

    Qualitative Methods and Ethics in Psychology

    Skills you'll gain: Qualitative Research, Data Analysis, Research Design, Research Methodologies, Scientific Methods, Analysis, Research, Statistical Analysis, Science and Research, Ethical Standards And Conduct, Data Collection, Statistics, Psychology, Statistical Inference, Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

    4.9
    Rating, 4.9 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Sage Publications

    Key Topics in Global Cross-Cultural Management

    Skills you'll gain: Intercultural Competence, Cultural Diversity, Cross-Functional Team Leadership, Cultural Sensitivity, Cultural Responsiveness, Leadership Studies, Business Ethics, Knowledge Transfer, Organizational Leadership, Talent Management, Workforce Development, Culture, Management Training And Development, Human Resource Strategy, Diversity and Inclusion, Diversity Awareness, Human Resources Management and Planning, Leadership and Management, Organizational Development, Research Methodologies

    Intermediate · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
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    Packt

    Interactive Systems and Advanced Scripting in Unity

    Skills you'll gain: Unity Engine, User Interface (UI), Scripting, UI Components, Game Design, User Interface (UI) Design, Animation and Game Design, Interactive Design, Performance Tuning, User Interface and User Experience (UI/UX) Design, Video Game Development, Artificial Intelligence, Data Structures, C# (Programming Language), Animations, Model Optimization, Virtual Reality, Event-Driven Programming, Memory Management

    Intermediate · Course · 1 - 3 Months

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

  • Ciencia de datos​: Universidad de los Andes
  • Introduction to Finance: The Basics: University of Illinois Urbana-Champaign
  • Vibe Coding: Build Full-Stack AI Apps Without Writing Code: Board Infinity
  • Critical Thinking and Decision Skills: Pearson
  • AI for Energy and Biomedical Applications: University of Michigan
  • Essential Skills for Comp & Benefits Professionals: Automatic Data Processing, Inc. (ADP)
  • Script Writing: Write a Pilot Episode for a TV or Web Series (Project-Centered Course): Michigan State University
  • Data Mining Foundations and Practice: University of Colorado Boulder
  • Qualitative Methods and Ethics in Psychology: Sage Publications
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus

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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