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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


  • U

    University of California, Santa Cruz

    AI, Empathy & Ethics

    Skills you'll gain: Responsible AI, Data Ethics, AI literacy, Artificial Intelligence, Artificial Neural Networks, Ethical Standards And Conduct, Machine Learning Methods, Network Model, Deep Learning, Machine Learning, Generative Model Architectures, Empathy & Emotional Intelligence, Law, Regulation, and Compliance, Policy Development

    4.6 stars, 497 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.6 (497) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • Y

    Yale University

    Introduction to Medical Software

    Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Software Quality Assurance, Usability, Software Development, Medical Privacy, Software Quality (SQA/SQC), Verification And Validation, Human Factors, Biomedical Engineering, Risk Management, User Interface (UI), Software Design, Regulatory Compliance, Health Technology, Machine Learning, Software Testing, Entrepreneurship, User Research

    4.8 stars, 295 reviews, Intermediate, Course, 3 - 6 Months

    ★ 4.8 (295) · Intermediate · Course · 3 - 6 Months

    Category: Preview
    Preview
  • I

    IBM

    SQL: A Practical Introduction for Querying Databases

    Skills you'll gain: SQL, Relational Databases, Microsoft SQL Servers, MySQL, Query Languages, Database Systems, Databases, Database Design, Database Management, Stored Procedure, IBM DB2, Database Development, Data Manipulation, Data Analysis, Transaction Processing

    4.7 stars, 714 reviews, Beginner, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • P

    Packt

    Building Autonomous Agentic AI Systems for Beginners HandsOn

    Skills you'll gain: Agentic Workflows, Model Context Protocol, Agentic systems, AI Orchestration, CrewAI, AI Workflows, Generative AI Agents, Retrieval-Augmented Generation, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Tool Calling, Embeddings, Prompt Engineering, Context Management, Software Architecture

    Beginner · Course · 1 - 3 Months

    Category: New
    New
  • C

    Coursera

    Advanced Exploratory Data Analysis

    Skills you'll gain: Exploratory Data Analysis, Correlation Analysis, Business Metrics, Scatter Plots, Key Performance Indicators (KPIs), Data Analysis, Performance Metric, Performance Analysis, Analytical Skills, Trend Analysis, Statistical Analysis, Business Analysis, Plot (Graphics), Regression Analysis, Quantitative Research, Probability & Statistics, Statistical Methods, Data Visualization, Data Presentation, Statistical Inference

    Intermediate · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • S

    Sage Publications

    Advanced Statistical Reporting for Political Science

    Skills you'll gain: Statistical Reporting, Regression Analysis, Research Reports, Report Writing, Statistical Inference, SPSS, Data Presentation, Quantitative Research, Statistical Methods, Statistical Analysis, Data Analysis, Statistical Software, Statistical Modeling, Logistic Regression, Political Sciences, Research, Research Methodologies, SPSS (Software), Data Visualization, International Relations

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    Duke University

    Cloud Computing Foundations

    Skills you'll gain: Technical Communication, Cloud Infrastructure, Cloud Technologies, Cloud Services, Cloud Hosting, CI/CD, Cloud Computing, Azure DevOps Pipelines, Agile Software Development, Cloud Development, DevOps, Technical Documentation, Infrastructure As A Service (IaaS), Cloud Platforms, Continuous Delivery, Infrastructure as Code (IaC), Serverless Computing, Continuous Integration, Agile Project Management, GitHub

    4.9 stars, 1K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.9 (1K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Community Engagement Principles: Health Research & Practice

    Skills you'll gain: Health Equity, Community Health, Community Outreach, Community Development, Health Disparities, Public Health, Community Organizing, Social Determinants Of Health, Research, Rapport Building, Healthcare Ethics, Social Justice, Team Collaboration, Driving engagement, Sustainable Systems

    Beginner · Course · 1 - 3 Months

    Category: New
    New
    Category: Free
    Free
  • E

    EDUCBA

    3ds Max Architectural Rendering Masterclass

    Skills you'll gain: 3D Modeling, Autodesk, 3D Assets, Design Software, Visualization (Computer Graphics), Computer Graphics, Computer Graphic Techniques, Layout Design, Editing, Functional Design, Graphical Tools, Image Quality, Simulations, Fine-tuning

    4.8 stars, 69 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.8 (69) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    Clinical Data Science

    Skills you'll gain: Tidyverse (R Package), Clinical Data Management, Extract, Transform, Load, Data Modeling, Clinical Research, R (Software), Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Privacy, Data Manipulation, Predictive Modeling, Clinical Research Ethics, Database Design, Data Mapping, Clinical Informatics, Data Quality, Natural Language Processing, grep, Informatics, Text Mining, R Programming

    4.4 stars, 502 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (502) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Introduction to Implementation Science

    Skills you'll gain: Research Design, Program Evaluation, Science and Research, Health Policy, Clinical Research, Experimentation, Research Methodologies, Qualitative Research, Clinical Trials, Research, Quantitative Research, Public Health, Case Studies, Performance Measurement, Health Systems, Data Collection, Decision Making, Community Health, Stakeholder Engagement

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Category: Preview
    Preview
  • E

    EDUCBA

    Advanced C# Programming in .NET Core

    Skills you'll gain: C# (Programming Language), Software Architecture, .NET Framework, Object Oriented Design, Distributed Computing, Scalability, Object Oriented Programming (OOP), Software Design, Object-Relational Mapping, Microservices, MongoDB, Data Access, Model View Controller, Performance Tuning, Computer Programming, Maintainability, NoSQL, Event-Driven Programming

    4.5 stars, 103 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (103) · 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

  • AI, Empathy & Ethics: University of California, Santa Cruz
  • Introduction to Medical Software: Yale University
  • SQL: A Practical Introduction for Querying Databases: IBM
  • Building Autonomous Agentic AI Systems for Beginners HandsOn: Packt
  • Advanced Exploratory Data Analysis: Coursera
  • Advanced Statistical Reporting for Political Science: Sage Publications
  • Cloud Computing Foundations: Duke University
  • Community Engagement Principles: Health Research & Practice: Johns Hopkins University
  • 3ds Max Architectural Rendering Masterclass: EDUCBA
  • Clinical Data Science: University of Colorado System

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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