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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


  • Status: New
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    John Wiley & Sons

    Using Predictive Analytics for Healthcare Safety & Quality

    Skills you'll gain: Predictive Analytics, Patient Safety, Patient-centered Care, Clinical Leadership, Care Management, Nursing and Patient Care, Health Care, Data-Driven Decision-Making, Data Storytelling, Health Care Administration, Health Technology, Data Collection, Business Leadership, Data Analysis, Healthcare Industry Knowledge, Applied Machine Learning, Machine Learning, Safety Standards

    Intermediate · Course · 1 - 3 Months

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    Packt

    Observability with Grafana - From Data to Dashboards

    Skills you'll gain: Grafana, Prometheus (Software), Amazon CloudWatch, System Monitoring, Kubernetes, Interactive Data Visualization, Software Visualization, Dashboard Creation, Linux Servers, MySQL, User Accounts, Linux Administration, Role-Based Access Control (RBAC), GitHub, Systems Integration, Software Installation, Query Languages

    Intermediate · Course · 3 - 6 Months

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    Packt

    Foundations of Information Security and Incident Handling

    Skills you'll gain: Computer Security Incident Management, Incident Response, Incident Management, Vulnerability Management, Risk Management Framework, Security Management, Threat Management, Risk Management, Disaster Recovery, Vulnerability Assessments, Cyber Attacks, Information Assurance, Digital Forensics, Cyber Security Policies, Cyber Risk, Security Controls

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    PCB/CAD Design – DFM & DFT Considerations

    Skills you'll gain: Hardware Design, Electronics Engineering, Computer-Aided Design, Electronic Components, Technical Design, Design Software

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Crash Course on Interactive Data Visualization with Plotly

    Skills you'll gain: Plotly, Histogram, Interactive Data Visualization, Scatter Plots, Plot (Graphics), Data Visualization, Data Analysis, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    10 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    Azure Data Engineering: Cosmos DB, SQL & Analytics

    Skills you'll gain: Dashboard Creation, Dashboard, Azure Synapse Analytics, Microsoft Azure, Data Storage Technologies, Microsoft SQL Servers, Cloud Engineering, Data Store, Data Architecture, Performance Tuning, Query Languages, SQL, NoSQL, Data Processing, Cloud Solutions, Analytics, Cloud Computing Architecture, Process Optimization, Data Modeling, System Monitoring

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Ethics in GenAI for Software Engineering Training

    Skills you'll gain: Legal Risk, Responsible AI, Data Ethics, Generative AI, AI Security, Personally Identifiable Information, Law, Regulation, and Compliance, AI literacy, Information Privacy, Regulation and Legal Compliance, Continuous Monitoring, Case Studies, Diversity Awareness, Ethical Standards And Conduct, Mitigation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Duke University

    Forming Christ-Shaped Leaders

    Skills you'll gain: Initiative and Leadership, Leadership, Innovation, Compassion, Professionalism, Personal Integrity, Empathy, Collaboration, Creativity, Strong Work Ethic, Lifelong Learning, Relationship Building

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Automation Frameworks and Continuous Integration

    Skills you'll gain: GitHub, Jenkins, Git (Version Control System), Version Control, Selenium (Software), CI/CD, Test Automation, Test Script Development, Test Data, Unit Testing, Test Case, Software Testing, Test Execution Engine, Python Programming

    Advanced · Course · 1 - 3 Months

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    Johns Hopkins University

    Gender Foundations in Health Data: A Data for Health Course

    Skills you'll gain: Health Equity, Health Disparities, Public Health and Disease Prevention, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Promotion, Health Informatics, Data Analysis, Research

    4.6
    Rating, 4.6 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Advanced Programming with Ladder, FBD & Structured Text

    Skills you'll gain: Programmable Logic Controllers, Code Reusability, Performance Tuning, Computational Logic, Functional Design, Fine-tuning

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Edureka

    Building Your First Multi-Agent AI System with CrewAI

    Skills you'll gain: CrewAI, Prompt Engineering, AI Workflows, AI Orchestration, Context Engineering, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Prompt Patterns, Large Language Modeling, Workflow Management, Generative AI, Virtual Environment, Python Programming, Model Evaluation, Development Environment

    Beginner · Course · 1 - 4 Weeks

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

  • Using Predictive Analytics for Healthcare Safety & Quality: John Wiley & Sons
  • Observability with Grafana - From Data to Dashboards: Packt
  • Foundations of Information Security and Incident Handling: Packt
  • PCB/CAD Design – DFM & DFT Considerations: Coursera
  • Crash Course on Interactive Data Visualization with Plotly: Coursera
  • Azure Data Engineering: Cosmos DB, SQL & Analytics: Coursera
  • Ethics in GenAI for Software Engineering Training: Simplilearn
  • Forming Christ-Shaped Leaders: Duke University
  • Advanced Automation Frameworks and Continuous Integration: Packt
  • Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University

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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