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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 Michigan

    Debugging: Hunting and Squashing Bugs

    Skills you'll gain: Debugging, Unit Testing, File I/O, Integrated Development Environments, Program Development, Computer Programming Tools, Development Environment, Technical Communication, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Foundations of Agent-Based AI Systems

    Skills you'll gain: AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, System Design and Implementation, Unified Modeling Language, Performance Metric, Performance Measurement, Requirements Analysis, Performance Analysis, Model Evaluation, Prototyping, Stakeholder Communications, Simulation and Simulation Software, Benchmarking

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Introduction to FinTech Using R

    Skills you'll gain: Shiny (R Package), FinTech, Financial Market, Financial Forecasting, Asset Management, Financial Analysis, Artificial Intelligence, Web Applications, Portfolio Management, Predictive Modeling, Time Series Analysis and Forecasting, Algorithms

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    SPSS: Apply & Interpret Logistic Regression Models

    Skills you'll gain: Logistic Regression, Model Evaluation

    5
    Rating, 5 out of 5 stars
    ·
    13 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Align AI: Ethics, Strategy & Excellence

    Skills you'll gain: Responsible AI, Data Ethics, Organizational Strategy, Artificial Intelligence, Strategic Leadership, Cross-Functional Collaboration, Governance, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Business Ethics, Business Management, Technology Roadmaps, Ethical Standards And Conduct, Data Governance, Enterprise Architecture, Scalability, Risk Mitigation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Java Fundamentals - Getting Started with Java

    Skills you'll gain: Object Oriented Programming (OOP), Java, Software Development Life Cycle, Program Development, Computer Programming, Development Environment, Software Development, Integrated Development Environments, Command-Line Interface, Linux Commands

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Micro850 PLC Programming

    Skills you'll gain: Simulation and Simulation Software, Programmable Logic Controllers, Industrial Engineering, Control Systems, Electronic Hardware, Data Structures, Data Management

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Visualization Software, Microsoft Excel, SQL Server Reporting Services, Data Warehousing, Data Sharing, Data Integration

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Django Web Development

    Skills you'll gain: Databases, Web Applications, Application Frameworks

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Data Pipeline Engineering & Analytics

    Skills you'll gain: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for IT Project Managers

    Skills you'll gain: IT Management, Technical Management, Risk Management, Project Management, Internal Communications, Data Ethics, Responsible AI, Generative AI, Case Studies, Innovation, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • W

    Whizlabs

    Microsoft Fabric: Monitor and Optimize an Analytics Solution

    Skills you'll gain: Azure Synapse Analytics, Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Real Time Data, Power BI, Data Warehousing, Analytics, Apache Spark, Data Modeling, SQL Server Integration Services (SSIS), PySpark, Data Pipelines, Data Transformation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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

  • Debugging: Hunting and Squashing Bugs: University of Michigan
  • Foundations of Agent-Based AI Systems: LearnQuest
  • Introduction to FinTech Using R: Packt
  • SPSS: Apply & Interpret Logistic Regression Models: EDUCBA
  • Align AI: Ethics, Strategy & Excellence: Coursera
  • Java Fundamentals - Getting Started with Java: Packt
  • Foundations of Micro850 PLC Programming: Packt
  • Master in Microsoft Power BI Desktop and Service: Packt
  • Django Web Development: Packt
  • Data Pipeline Engineering & Analytics: 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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