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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


  • C

    Coursera

    Automate, Analyze, and AI Feedback

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Programmation pour tous (mise en route de Python)

    Skills you'll gain: Programming Principles, Computer Programming, Python Programming, Software Installation, Program Development, Development Environment

    ★ 4.7 (41) · Mixed · Course · 1 - 3 Months

  • P

    Politecnico di Milano

    Energy management for real estate. Methods and digital tools

    Skills you'll gain: Energy and Utilities, Facility Management and Maintenance, Property Management Systems, Building Services Engineering, Facility Management, Plant Operations and Management, Thermal Management, Building Codes, HVAC, Simulation and Simulation Software, Sustainable Engineering, Sustainable Design

    ★ 4.5 (183) · Beginner · Course · 1 - 4 Weeks

  • K

    Kennesaw State University

    Ethical AI Use

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, Data Ethics, AI literacy, Case Studies, Generative AI, Ethical Standards And Conduct, Artificial Intelligence, Business Ethics

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

  • E

    EDUCBA

    CSS Mastery: Responsive Design & Web Styling

    Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, LESS, UI Components, Web Design, Bootstrap (Front-End Framework), Web Design and Development, Front-End Web Development, User Interface (UI), Frontend Performance, Web Content Accessibility Guidelines, Web Frameworks, Typography, Interactive Design, User Interface (UI) Design, Animations, Web Development, Maintainability, Web Analytics and SEO

    Beginner · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Hadoop Big Data Analytics & Projects Mastery

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Database Design, Data Integration, Social Media Analytics, Extensible Markup Language (XML), Database Management Systems, Database Management, JSON, Data Processing, Distributed Computing, Data Analysis, Analytics, Scalability, Extensible Languages and XML, Data Pipelines, Query Languages, Data Cleansing, Dataflow

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    GenAI for Sales Teams

    Skills you'll gain: Responsible AI, AI Personalization, Sales Enablement, Sales Process, Sales Management, Sales Development, General Sales Practices, Sales Operations, Generative AI Agents, Customer Engagement, Sales, Data-Driven Decision-Making, AI Enablement, AI Integrations, Large Language Modeling

    ★ 4.2 (9) · Beginner · Course · 1 - 4 Weeks

  • I

    ISC2

    Access Control

    Skills you'll gain: Authentications, Authorization (Computing), Role-Based Access Control (RBAC), Identity and Access Management, Security Controls, User Provisioning, Zero Trust Network Access, Data Access, Single Sign-On (SSO), Multi-Factor Authentication, Computer Security, Network Model

    ★ 4.5 (37) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    AI Security: Security in the Age of Artificial Intelligence

    Skills you'll gain: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, Model Optimization, Incident Response, LLM Application, Hardening, Application Security, Anomaly Detection, Responsible AI, Security Controls, Data Security, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Vulnerability Assessments

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Project Leadership: Prioritizing, Managing Risks, Evaluating

    Skills you'll gain: Project Risk Management, Risk Management, Planning, Team Management, Project Implementation, Project Planning, Risk Mitigation, Plan Execution, Team Leadership, Project Management, Leadership and Management, Program Evaluation, Leadership Studies, Initiative and Leadership, Leadership, Prioritization, Analysis

    ★ 4.7 (31) · Intermediate · Course · 1 - 4 Weeks

  • C

    Codio

    Java: Data Structures and Algorithms

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Java, Java Programming, Data Management, Secure Coding, Theoretical Computer Science, Programming Principles, Other Programming Languages, Performance Tuning, Computer Programming

    ★ 3.6 (13) · Intermediate · Specialization · 1 - 3 Months

  • E

    EDUCBA

    Splunk Analytics & Visualization: From Data to Insights

    Skills you'll gain: Splunk, Lightweight Directory Access Protocols, System Monitoring, Scripting, Dashboard, Data Maintenance, Dashboard Creation, Plot (Graphics), Business Intelligence, Scatter Plots, Pivot Tables And Charts, Servers, Data-Driven Decision-Making, Interactive Data Visualization, Software Installation, Role-Based Access Control (RBAC), Dataflow, Unstructured Data, Data Visualization Software, Data Visualization

    Beginner · Specialization · 3 - 6 Months

1…484485486…820

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

  • Automate, Analyze, and AI Feedback: Coursera
  • Programmation pour tous (mise en route de Python): University of Michigan
  • Energy management for real estate. Methods and digital tools: Politecnico di Milano
  • Ethical AI Use: Kennesaw State University
  • CSS Mastery: Responsive Design & Web Styling: EDUCBA
  • Hadoop Big Data Analytics & Projects Mastery: EDUCBA
  • GenAI for Sales Teams: Coursera
  • Access Control: ISC2
  • AI Security: Security in the Age of Artificial Intelligence: Coursera
  • Project Leadership: Prioritizing, Managing Risks, Evaluating: 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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