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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


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    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

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    Simplilearn

    LLM Benchmarking and Evaluation Training

    Skills you'll gain: LLM Application, LangChain, Large Language Modeling, Model Evaluation, ChatGPT, Generative AI, Prompt Engineering, Application Development, Analytics, Natural Language Processing, Benchmarking

    Beginner · Course · 1 - 4 Weeks

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    University of Leeds

    Sustainability in Business: Building a Greener Future

    Skills you'll gain: Sustainable Business, Corporate Sustainability, Sustainable Development, Environmental Social And Corporate Governance (ESG), Business Transformation, Sustainability Reporting, Business Modeling, Business Leadership, Climate Change Mitigation, Stakeholder Engagement, Case Studies

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    CPS solution for Industries

    Skills you'll gain: Embedded Systems, Control Systems, Programmable Logic Controllers, Robotics, Internet Of Things, C (Programming Language), Automation, Cybersecurity, Simulation and Simulation Software, Integration Testing, Cloud Computing, Matlab

    Intermediate · Course · 1 - 4 Weeks

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    Codio

    Visualizing Data & Communicating Results in R with RStudio

    Skills you'll gain: Rmarkdown, Plot (Graphics), Ggplot2, Statistical Visualization, Box Plots, Scatter Plots, Data Visualization, Histogram, Descriptive Statistics, Data Visualization Software, Graphing, R Programming, Data Science

    Beginner · Course · 1 - 3 Months

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    Packt

    Snowflake - Build and Architect Data Pipelines Using AWS

    Skills you'll gain: Snowflake Schema, Data Pipelines, Apache Airflow, Data Security, Data Governance, Extract, Transform, Load, Apache Kafka, Performance Tuning, Data Warehousing, Amazon S3, Amazon Web Services, Real Time Data, SQL

    Intermediate · Course · 3 - 6 Months

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    Coursera

    GenAI for Cloud Support Associates

    Skills you'll gain: Responsible AI, Generative AI, Prompt Patterns, AI Enablement, Risking, System Support, Data Ethics, System Monitoring, Technical Communication, Model Evaluation, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    JavaScript for Dynamic Web Development

    Skills you'll gain: Javascript, Event-Driven Programming, Web Design and Development, Web Development, HTML and CSS, Scripting, Web Applications, Programming Principles, Debugging, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Starweaver

    Safety Essentials for a Productive Workforce

    Skills you'll gain: Safety Training, Safety Standards, Accident Prevention, Hazard Analysis, Occupational Health, Injury Prevention, Lifting Ability, Fall Protection, Electrical Safety, Personal protective equipment, Compliance Management, Quality Assessment, Self-Awareness

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Agile Tools & PMI-ACP Exam Prep: Plan, Execute and Lead

    Skills you'll gain: Stakeholder Management, Agile Project Management, Stakeholder Engagement, Jira (Software), Sprint Retrospectives, Scrum (Software Development), Sprint Planning, User Story, Backlogs, Kanban Principles, Agile Product Development, Lean Methodologies, Agile Software Development, Agile Methodology, Team Management, Risk Management, Project Management Institute (PMI) Methodology, Prioritization, Azure DevOps, Test Planning

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    Beginner · Specialization · 3 - 6 Months

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    Packt

    Microsoft Sentinel Advanced Course - Secure Azure Like a Pro

    Skills you'll gain: Microsoft Azure, Infrastructure as Code (IaC), Azure DevOps, DevSecOps, Infrastructure As A Service (IaaS), Continuous Integration, Security Information and Event Management (SIEM), Windows PowerShell, GitHub, Git (Version Control System)

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Cypress Automation Testing Framework - Zero To Hero

    Skills you'll gain: Jenkins, Continuous Integration, CI/CD, Selenium (Software), Test Script Development, OAuth, Software Testing, Development Environment, Application Programming Interface (API), Test Case, Test Tools, Git (Version Control System), Test Data, Software Installation, Debugging

    Intermediate · Course · 3 - 6 Months

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

  • Ethical Use of AI Agents and Agentic AI: SAS
  • LLM Benchmarking and Evaluation Training: Simplilearn
  • Sustainability in Business: Building a Greener Future: University of Leeds
  • CPS solution for Industries: L&T EduTech
  • Visualizing Data & Communicating Results in R with RStudio: Codio
  • Snowflake - Build and Architect Data Pipelines Using AWS: Packt
  • GenAI for Cloud Support Associates: Coursera
  • JavaScript for Dynamic Web Development: Packt
  • Safety Essentials for a Productive Workforce: Starweaver
  • Agile Tools & PMI-ACP Exam Prep: Plan, Execute and Lead: EDUCBA

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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