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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


  • E

    EDUCBA

    Python: Implement & Evaluate Random Forests for ML

    Skills you'll gain: Model Evaluation, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Applied Machine Learning, Decision Tree Learning, Feature Engineering, Machine Learning Algorithms, Classification Algorithms, Predictive Modeling, Data Analysis, Python Programming

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Facilitate Organized Online Dialogue with Considerit

    Skills you'll gain: Discussion Facilitation, Community Organizing, Interactive Learning, Driving engagement, Content Management Systems, System Configuration

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidad de los Andes

    Modelaje y Análisis con información georreferenciada

    Skills you'll gain: Spatial Analysis, Geospatial Mapping, Geographic Information Systems, Geospatial Information and Technology, Environmental Monitoring, Climate Change Programs, Image Analysis, Python Programming, Jupyter, Model Evaluation, Software Installation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Personal Investing for Working Professionals

    Skills you'll gain: Portfolio Management, Investment Management, Investments, Tax Planning, Wealth Management, Income Tax, Risk Management, Financial Planning, Goal Setting, Equities, Financial Analysis, Decision Making, Planning

    Beginner · Course · 1 - 4 Weeks

  • T

    Tsinghua University

    Data Structures and Algorithms (IV)

    Skills you'll gain: Data Structures, Algorithms, Pseudocode, Theoretical Computer Science, Computer Programming

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    SC-200 Microsoft Security Operations Analyst

    Skills you'll gain: Cyber Threat Hunting, Threat Detection, Incident Response, Cloud Security, Intrusion Detection and Prevention, Microsoft Azure, Security Information and Event Management (SIEM), Malware Protection, Endpoint Security, Azure Active Directory, Anomaly Detection, Email Security, Identity and Access Management, Automation

    Intermediate · Course · 1 - 4 Weeks

  • S

    SAS

    Ethical Use of AI Agents and Agentic AI

    Skills you'll gain: Responsible AI, Agentic systems, Data Ethics, Discussion Facilitation, Business Ethics, Regulatory Compliance, Artificial Intelligence, Case Studies, AI Workflows, Governance, Predictive Modeling

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Advanced DevOps Tools and Practices

    Skills you'll gain: Devops Tools, Containerization, Docker (Software), Kubernetes, Prometheus (Software), Continuous Integration, DevOps, CI/CD, Jenkins, Application Deployment, Grafana, Application Performance Management, Continuous Deployment, Continuous Delivery, Configuration Management, Microservices, Infrastructure as Code (IaC), YAML, System Monitoring

    4
    Rating, 4 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    Getting Started with Microsoft Fabric

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Dashboard, Data Governance

    Beginner · Course · 1 - 3 Months

  • U

    University of Science and Technology of China

    高效协作

    Skills you'll gain: Productivity, Workflow Management, Collaboration, Operational Efficiency, Process Design, Knowledge Transfer, Process Optimization, Team Oriented, Learning Strategies, Smart Goals, Information Management

    4
    Rating, 4 out of 5 stars
    ·
    10 reviews

    Mixed · Course · 1 - 4 Weeks

  • N

    Northeastern University

    Foundations for Data Analytics Part 1

    Skills you'll gain: Exploratory Data Analysis, Data Wrangling, Data Structures, Time Series Analysis and Forecasting, Pandas (Python Package), Unsupervised Learning, Data Analysis, Machine Learning Algorithms, Computational Thinking, Data Preprocessing, Data Cleansing, Data Visualization, Python Programming, Algorithms

    Beginner · Course · 1 - 3 Months

  • U

    Universidad de Palermo

    Futuro del Trabajo

    Skills you'll gain: Team Leadership, Workforce Development, Telecommuting, Professional Development, Interpersonal Communications, Willingness To Learn, Lifelong Learning, Adaptability, Leadership, Human Resources, Virtual Teams, Professional Networking, Branding, Automation, Emerging Technologies, Remote Access Systems

    Beginner · Course · 1 - 4 Weeks

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

  • Python: Implement & Evaluate Random Forests for ML: EDUCBA
  • Facilitate Organized Online Dialogue with Considerit: Coursera
  • Modelaje y Análisis con información georreferenciada: Universidad de los Andes
  • Personal Investing for Working Professionals : Starweaver
  • Data Structures and Algorithms (IV): Tsinghua University
  • SC-200 Microsoft Security Operations Analyst: Packt
  • Ethical Use of AI Agents and Agentic AI: SAS
  • Advanced DevOps Tools and Practices: Packt
  • Getting Started with Microsoft Fabric: Whizlabs
  • 高效协作: University of Science and Technology of China

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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