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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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    Coursera

    Nursing Fundamentals: Skills for Patient Care Excellence

    Skills you'll gain: Patient Communication, Nursing Care, Patient Education And Counseling, Nursing Process, Clinical Assessment, Basic Nursing Skills, Health Assessment, Patient Safety, Care Management, Patient-centered Care, Communication, Infection Control, Prioritization, Collaboration, Project Documentation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Responsible AI, Generative AI, AI Enablement, Machine Learning Methods, Unstructured Data, Google Cloud Platform, Machine Learning, Applied Machine Learning, AI Security, Large Language Modeling, Deep Learning, Data Quality

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Network Modeling and Analysis in Python

    Skills you'll gain: Social Network Analysis, Data Analysis, Python Programming, Probability Distribution

    Advanced · Course · 1 - 4 Weeks

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    University of California San Diego

    Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets

    Skills you'll gain: Bioinformatics, Informatics, Network Analysis, Medical Science and Research, Molecular Biology, Infectious Diseases, Biochemistry, Data Mining, Scientific Visualization, Data Analysis Software, Pharmacology

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Compreender as dimensões interculturais na vida cotidiana

    Skills you'll gain: Intercultural Competence, Language Learning, Language Competency, Multilingualism, Cultural Diversity, Diversity Awareness, Cultural Sensitivity, Culture, Social Justice, Non-Verbal Communication

    Intermediate · Course · 1 - 3 Months

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    SkillUp

    Building and Deploying GenAI Agents for Process Automation

    Skills you'll gain: AI Workflows, Agentic Workflows, Generative AI Agents, AI Orchestration, Model Deployment, Robotic Process Automation, Automation, AI Enablement, No-Code Development, Prompt Engineering, LLM Application, MLOps (Machine Learning Operations), Process Optimization, System Monitoring, Tool Calling, Performance Analysis, Performance Management

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Quality Management: Apply SPC, Six Sigma & Lean

    Skills you'll gain: Statistical Process Controls, Six Sigma Methodology, Lean Methodologies, Quality Management, Quality Improvement, Kaizen Methodology, Quality Control, Brainstorming, Benchmarking, Process Improvement, Run Chart, Continuous Improvement Process, Pareto Chart, Root Cause Analysis

    Mixed · Course · 1 - 4 Weeks

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    SkillUp

    Logging and Monitoring Tools in Azure

    Skills you'll gain: Microsoft Azure, Data Security, Relational Databases, Disaster Recovery, Cloud Management, Databases, System Monitoring, Data Storage, Data Management, Microsoft SQL Servers, Cloud Storage, Role-Based Access Control (RBAC)

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Français

    Skills you'll gain: Responsible AI, Data Ethics, Model Evaluation, Artificial Intelligence, MLOps (Machine Learning Operations), Machine Learning, Applied Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Encoder-Decoder Architecture - בעברית

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Recurrent Neural Networks (RNNs), Generative AI, Generative Model Architectures, Applied Machine Learning, Natural Language Processing

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Advanced Security Strategies and Incident Response

    Skills you'll gain: Incident Response, Computer Security Incident Management, Open Web Application Security Project (OWASP), Application Security, Secure Coding, Cloud Security, Cybersecurity, Vulnerability Assessments, Cyber Attacks, Information Systems Security, Security Engineering, Metasploit, Security Strategy, Infrastructure Security, Incident Management, Vulnerability Scanning, Security Testing, Hardening, Penetration Testing, Mobile Security

    4.4
    Rating, 4.4 out of 5 stars
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    10 reviews

    Advanced · Course · 1 - 3 Months

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    Google Cloud

    Google Cloud Product Fundamentals auf Deutsch

    Skills you'll gain: Digital Transformation, Google Cloud Platform, Business Transformation, Cloud Management, Google Workspace, Cloud Applications, Leadership, Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Cloud Infrastructure, Cloud Services, Cost Management, Data Storage

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

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

  • Nursing Fundamentals: Skills for Patient Care Excellence: Coursera
  • 생성형 AI: 기본 개념 이해: Google Cloud
  • Network Modeling and Analysis in Python: University of Michigan
  • Hacking COVID-19: Metabolic Pathway Analysis Yields SARS-CoV-2 Drug Targets: University of California San Diego
  • Compreender as dimensões interculturais na vida cotidiana: Universidad de los Andes
  • Building and Deploying GenAI Agents for Process Automation: SkillUp
  • Master Quality Management: Apply SPC, Six Sigma & Lean: EDUCBA
  • Logging and Monitoring Tools in Azure: SkillUp
  • Responsible AI for Developers: Interpretability & Transparency - Français: Google Cloud
  • Encoder-Decoder Architecture - בעברית: Google Cloud

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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