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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

    Edureka

    Generative AI Tools for Modern Software Engineering

    Skills you'll gain: Performance Tuning, Software Development Tools, Code Review, Collaborative Software, AI Workflows, Generative AI, Software Engineering, Application Security, Software Development, DevSecOps, Prompt Engineering, Software Quality (SQA/SQC), Responsible AI, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Debugging, Software Development Life Cycle, Automation, Analysis

    5
    Rating, 5 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Encoder-Decoder Architecture - Português Brasileiro

    Skills you'll gain: Keras (Neural Network Library), Model Deployment, Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Applied Machine Learning

    Advanced · Course · 1 - 4 Weeks

  • M

    Microsoft

    Microsoft Copilot for Security

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Security, Endpoint Detection and Response, Security Information and Event Management (SIEM), Cyber Threat Hunting, Microsoft Azure, Cyber Security Assessment, Incident Response, Generative AI, Query Languages

    4.8
    Rating, 4.8 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Google Cloud Digital Leader Training 日本語版

    Skills you'll gain: Serverless Computing, Containerization, Cloud Management, Cloud Security, Google Cloud Platform, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Infrastructure, Site Reliability Engineering, Artificial Intelligence and Machine Learning (AI/ML), Digital Transformation, Real Time Data, Cloud Computing, Data Governance, Data Warehousing, Data Management, Cybersecurity, Public Cloud, Hybrid Cloud Computing, Data Security, Responsible AI

    4.6
    Rating, 4.6 out of 5 stars
    ·
    33 reviews

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Lausanne

    HEALTHY URBAN SYSTEMS

    Skills you'll gain: Health Policy, Public Health, Health Systems, Geographic Information Systems, Systems Thinking, Community Health, Spatial Analysis, Governance, Policy Development, Social Determinants Of Health, Sustainable Development, Health Assessment, Systems Analysis, Predictive Modeling, Environmental Issue, Data Collection, Machine Learning

    Beginner · Specialization · 3 - 6 Months

  • I

    Imperial College London

    Globalisation and health governance

    Skills you'll gain: Advocacy, Social Determinants Of Health, Public Health, Health Policy, Health Disparities, Health Equity, Health Care, International Relations, Socioeconomics, Governance, Research, Political Sciences

    4.9
    Rating, 4.9 out of 5 stars
    ·
    16 reviews

    Beginner · Course · 1 - 3 Months

  • E

    Edureka

    Generative AI and LLM Security

    Skills you'll gain: AI Security, Responsible AI, Data Ethics, LLM Application, Generative AI, Google Gemini, Artificial Intelligence, Cloud Security, Governance Risk Management and Compliance, Cyber Security Strategy, Security Strategy, Artificial Intelligence and Machine Learning (AI/ML), Computer Security Awareness Training, Network Security, Security Management, Cyber Attacks, Cyber Security Policies, Natural Language Processing, Risk Management, Supply Chain

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Storing, Retrieving, and Processing JSON data with Python

    Skills you'll gain: JSON, Application Programming Interface (API), Application Development, Data Access, Restful API, Python Programming, User Interface (UI)

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • I

    Illinois Tech

    Cloud: Platform as a Service - Master's

    Skills you'll gain: Platform As A Service (PaaS), Containerization, Serverless Computing, Cloud Platforms, Docker (Software), Cloud Management, Cloud Computing Architecture, Cloud Computing, Information Management, Cloud Infrastructure, Cloud Security, Cloud Deployment, Application Deployment, Model Deployment, DevOps, Amazon Web Services, Data Management, Database Management Systems, Microservices, Machine Learning

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Introduction to Transformer Models for NLP: Unit 2

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Natural Language Processing, Generative AI, Transfer Learning, Embeddings, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • P

    PepsiCo

    PepsiCo: Water Stewardship

    Skills you'll gain: Water Resources, Hydrology, Water Resource Management, Water Sustainability, Water Quality, Stormwater Management, Environment and Resource Management, Natural Resource Management, Environment, Corporate Sustainability, Stakeholder Engagement, Governance, Strategic Thinking, Public Works, Forecasting, Environmental Science, Environmental Engineering and Restoration, Quantitative Research, Environmental Monitoring, Supply Chain Management

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    LearnKartS

    Kafka Architecture and Internals

    Skills you'll gain: Apache Kafka, Microservices, Data Pipelines, Distributed Computing, Live Streaming, Network Monitoring

    4.2
    Rating, 4.2 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI Tools for Modern Software Engineering: Edureka
  • Encoder-Decoder Architecture - Português Brasileiro: Google Cloud
  • Microsoft Copilot for Security: Microsoft
  • Google Cloud Digital Leader Training 日本語版: Google Cloud
  • HEALTHY URBAN SYSTEMS: University of Lausanne
  • Globalisation and health governance: Imperial College London
  • Generative AI and LLM Security : Edureka
  • Storing, Retrieving, and Processing JSON data with Python: Coursera
  • Cloud: Platform as a Service - Master's: Illinois Tech
  • Introduction to Transformer Models for NLP: Unit 2: Pearson

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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