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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

    EDUCBA

    Hadoop: Analyze, Configure & Manage Big Data

    Skills you'll gain: Apache Hadoop, Big Data, Cloud Management, File Systems, Data Processing, Data Storage, Java, Operating System Administration, Systems Administration, Distributed Computing, Command-Line Interface, Linux Commands

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Create Image Captioning Models - 简体中文

    Skills you'll gain: Image Analysis, Generative AI, Model Evaluation, Convolutional Neural Networks, Generative Model Architectures, Deep Learning

    Advanced · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Java EE Essentials: Best Practices for Enterprise Solutions

    Skills you'll gain: Java Platform Enterprise Edition (J2EE), Software Design Patterns, Java, Enterprise Architecture, Secure Coding, Application Servers, Software Design, Model View Controller, Software Architecture, Application Security, Maintainability, Programming Principles, Authorization (Computing), Authentications, Debugging, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Voice AI: Introduction to Building Voice Applications

    Skills you'll gain: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Web Scraping, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

  • S

    SkillsBooster Academy

    AI Sound Generation for Business Communication

    Skills you'll gain: AI Product Strategy, Generative AI, Brand Strategy, Content Creation, Brand Awareness, Social Media Content, Media Production, Storytelling, Marketing Communications, Business Communication, Digital Design, Creative Thinking, Influencing, Media and Communications, Business Ethics, Creative Problem-Solving, Customer Engagement, Business Transformation, Entrepreneurship, Digital Marketing

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Rate Limiting with Cloud Armor

    Skills you'll gain: Load Balancing, Google Cloud Platform, Infrastructure As A Service (IaaS), Firewall, Cloud Infrastructure, Performance Testing, Distributed Denial-Of-Service (DDoS) Attacks, Cloud Security, Network Security, Back-End Web Development, Front-End Web Development

    Intermediate · Project · Less Than 2 Hours

  • E

    EDUCBA

    Master AWS Cloud Foundations: Build, Secure & Scale

    Skills you'll gain: Cloud-Native Computing, Amazon DynamoDB, Cloud Deployment, Infrastructure as Code (IaC), Databases, Database Systems, Microservices, Cloud Security, User Provisioning, Event-Driven Programming

    Beginner · Course · 1 - 3 Months

  • A

    AI CERTs

    Bitcoin for Leaders

    Skills you'll gain: Blockchain, Law, Regulation, and Compliance, Regulatory Compliance, Technology Strategies, Business Strategies, Business Transformation, Financial Regulation, FinTech, Leadership, Payment Systems, Strategic Leadership, Digital Assets, Emerging Technologies, Software Development, Cryptography, Cryptographic Protocols, Distributed Computing, Business Analysis, Encryption, Market Dynamics

    Intermediate · Course · 1 - 3 Months

  • N

    Northwestern University

    현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇

    Skills you'll gain: Robotics, Machine Controls, Automation Engineering, Mathematical Modeling, Torque (Physics), Mechanics, Control Systems, Mathematical Software, Mechanical Engineering, Engineering, Simulation and Simulation Software, Engineering Analysis, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Technical Writing for Software Developers

    Skills you'll gain: Technical Documentation, Technical Writing, Software Documentation, Technical Communication, Software Design Documents, Information Architecture, Writing, User Requirements Documents, Software Development Tools, Automation, Style Guides, Software Development, Agile Software Development, Interactive Design, Project Management Software, Diagram Design, Generative AI

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Full-Stack Web Development with SvelteKit & Supabase

    Skills you'll gain: UI Components, Application Deployment, Database Management, Databases, JavaScript Frameworks, Authentications, Front-End Web Development, Application Development, OpenAI API, Back-End Web Development, User Accounts

    Advanced · Course · 1 - 4 Weeks

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

  • Hadoop: Analyze, Configure & Manage Big Data: EDUCBA
  • Create Image Captioning Models - 简体中文: Google Cloud
  • Java EE Essentials: Best Practices for Enterprise Solutions: Board Infinity
  • Voice AI: Introduction to Building Voice Applications: Coursera
  • Build a Support Agent with Vercel AI SDK: Scrimba
  • AI Sound Generation for Business Communication: SkillsBooster Academy
  • Rate Limiting with Cloud Armor: Google Cloud
  • Master AWS Cloud Foundations: Build, Secure & Scale: EDUCBA
  • Bitcoin for Leaders: AI CERTs
  • 현대 로봇공학, 강좌 5: 로봇 매니퓰레이션 및 차륜형 이동 로봇: Northwestern 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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