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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


  • P

    Packt

    Python Geospatial Development Essentials

    Skills you'll gain: Spatial Data Analysis, GIS Software, Geospatial Information and Technology, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, Interactive Data Visualization, User Interface (UI), Application Development, UI Components, Python Programming, Application Design, Data Science, Code Reusability, Application Deployment, User Interface (UI) Design, Software Installation

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Agile Software Development Part 1

    Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, Agile Software Development, Software Development Methodologies, Agile Methodology, Agile Project Management, Scrum (Software Development), Agile Product Development, Requirements Analysis, Sprint Retrospectives, Software Engineering, Software Development, Sprint Planning, Waterfall Methodology, Backlogs, Requirements Elicitation, User Story

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Data Store, Web Components, Frontend Integration, JavaScript Frameworks, Web Applications, Authentications, Front-End Web Development, Application Development, OpenAI API, AI Integrations, Back-End Web Development, Code Reusability, User Interface (UI), OAuth, Dashboard Creation, User Accounts, Data Persistence

    Advanced · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Create Image Captioning Models - 繁體中文

    Skills you'll gain: Image Analysis, Model Training, Model Evaluation, Generative AI, Deep Learning, Generative Model Architectures, Model Deployment

    Advanced · Course · 1 - 4 Weeks

  • S

    Simplilearn

    Generative AI in Customer Service Operations Training

    Skills you'll gain: AI Personalization, Responsible AI, Data Ethics, Customer experience improvement, User Feedback, Generative AI, Self Service Technologies, Personalized Service, Customer Support, Call Center Experience, Customer Service, Customer Analysis, Customer Insights, Automation, Customer Engagement, AI literacy, Artificial Intelligence, Law, Regulation, and Compliance, AI Integrations

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    4 AI Agentic Design Patterns – Workflows with Ollama

    Skills you'll gain: AI Workflows, Agentic Workflows, AI Orchestration, Agentic systems, Generative AI Agents, Prompt Patterns, OpenAI, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Tool Calling, OpenAI API, Software Design Patterns, Development Environment, Application Programming Interface (API), Large Language Modeling

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Automation, Statistical Methods, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    The Docker Masterclass for Beginners

    Skills you'll gain: Docker (Software), CI/CD, Containerization, Development Environment, Continuous Deployment, Continuous Integration, Devops Tools, Application Deployment, Linux, Linux Commands, Data Persistence, File Systems, Command-Line Interface, Data Sharing, Software Installation

    Beginner · Course · 1 - 3 Months

  • I

    ISC2

    Working in the Cloud

    Skills you'll gain: Cloud Security, Zero Trust Network Access, Hybrid Cloud Computing, Cloud Computing, Cloud Management, Cloud Services, Cloud Solutions, Security Strategy, Scalability, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Validating and Safeguarding Production AI

    Skills you'll gain: Anomaly Detection, MLOps (Machine Learning Operations), AI Security, Software Engineering, Model Training, DevOps, Software Quality Assurance, Maintainability, CI/CD, Model Deployment, Performance Tuning, Security Testing, Model Evaluation, Secure Coding, Performance Testing, Continuous Monitoring, Integration Testing, Data Validation, Sampling (Statistics), Python Programming

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Work-Life Balance Mastery for Career and Life Success

    Skills you'll gain: Lifelong Learning, Entrepreneurship, Action Oriented, Growth Mindedness, Habit Formation, Mental Concentration, Delegation Skills, Scheduling, Self-Awareness, Overcoming Obstacles, AI Enablement

    Beginner · Course · 1 - 3 Months

  • N

    Northeastern University

    Software Quality Control and Management Part 1

    Skills you'll gain: Software Quality Assurance, Software Quality (SQA/SQC), Quality Assurance, Test Automation, Software Testing, Test Tools, Security Testing, Verification And Validation, Browser Compatibility, Agile Methodology, Selenium (Software), Performance Testing, Test Script Development, Software Development Life Cycle, Application Security, Agile Software Development, DevOps, Development Testing, Scaled Agile Framework, Cyber Security Assessment

    Intermediate · Course · 1 - 3 Months

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

  • Python Geospatial Development Essentials: Packt
  • Agile Software Development Part 1: Northeastern University
  • Full-Stack Web Development with SvelteKit & Supabase: Packt
  • Create Image Captioning Models - 繁體中文: Google Cloud
  • Generative AI in Customer Service Operations Training: Simplilearn
  • 4 AI Agentic Design Patterns – Workflows with Ollama: Packt
  • Automate, Analyze, and Evaluate ML Experiments: Coursera
  • The Docker Masterclass for Beginners: Packt
  • Working in the Cloud: ISC2
  • Validating and Safeguarding Production AI: 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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