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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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    Packt

    Introduction to Microsoft Teams and Team Management

    Skills you'll gain: Microsoft Teams, Microsoft 365, Team Management, Group Policy, Azure Active Directory, User Accounts, System Configuration, Identity and Access Management, Product Lifecycle Management, Windows PowerShell, Network Planning And Design, Network Performance Management, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Indian Institute of Technology Guwahati

    User Research Methods and Practices

    Skills you'll gain: User Research, UI/UX Research, Competitive Analysis, Qualitative Research, User Experience, User Experience Design, Usability Testing, User Centered Design, Persona (User Experience), Research Methodologies, Focus Group, Interviewing Skills, Requirements Elicitation, Data Collection, Stakeholder Analysis

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Data Preprocessing, Deep Learning, Artificial Neural Networks, Cloud Computing, Data Pipelines, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro

    Skills you'll gain: Responsible AI, Artificial Intelligence, Data Ethics, Applied Machine Learning, Model Evaluation, Technical Documentation, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Linux Server Administration Made Easy with Hands-On Training

    Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Linux Commands, Web Servers, Server Administration, System Monitoring, Virtualization, Network Administration, Virtual Machines, System Configuration, File Management, Software Installation, Package and Software Management

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Unreal Engine 5 For Beginners: Cameras & Production

    Skills you'll gain: Unreal Engine, Cinematography, Video Production, Video Editing, Post-Production, Animations, Augmented and Virtual Reality (AR/VR), Virtual Environment, Live Streaming, Real Time Data

    Mixed · Course · 1 - 4 Weeks

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    Skillshare

    3D Design in Unreal Engine: Create a Realistic Environment

    Skills you'll gain: Unreal Engine, Virtual Environment, Game Design, 3D Modeling, Video Game Development, Animation and Game Design, Prototyping

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Spring Boot Microservices with Spring Cloud!

    Skills you'll gain: Application Deployment, Software As A Service, Distributed Computing, Service Oriented Architecture, Cloud Computing Architecture, Application Development

    Intermediate · Course · 3 - 6 Months

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    Indian Institute of Technology Guwahati

    Designing User Interfaces and User Interactions

    Skills you'll gain: User Experience, Information Architecture, User Experience Design, Interaction Design, User Flows, Persona (User Experience), Usability, User Centered Design, User Interface (UI) Design, Wireframing, User Research, Conceptual Design, Persona Development, Mockups, Ideation

    Beginner · Course · 1 - 3 Months

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    Starweaver

    GenAI Foundations and AI Agents Development

    Skills you'll gain: Generative AI Agents, CrewAI, AI Orchestration, Generative AI, Agentic systems, Prompt Patterns, Tool Calling, LLM Application, Model Deployment, Responsible AI, Scalability, Application Deployment, Collaboration, Data Integration, Job Evaluation, Logical Reasoning

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    SOP Writing Mastery: Craft Statements That Stand Out

    Skills you'll gain: Storytelling, Continuous Improvement Process, Writing, Constructive Feedback, Concision, Intercultural Competence, Editing, Self-Awareness, Adaptability, Generative AI Agents

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Generative AI in Customer Service Operations Training

    Skills you'll gain: AI Personalization, Responsible AI, Data Ethics, Customer experience improvement, Generative AI, Self Service Technologies, ChatGPT, Customer Support, Customer Service, Customer Insights, Automation, Artificial Intelligence, Natural Language Processing, Data Security

    Beginner · Course · 1 - 4 Weeks

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

  • Introduction to Microsoft Teams and Team Management: Packt
  • User Research Methods and Practices: Indian Institute of Technology Guwahati
  • Build, Train and Deploy ML Models with Keras on Google Cloud - 한국어: Google Cloud
  • Responsible AI for Developers: Interpretability & Transparency - Português Brasileiro: Google Cloud
  • Linux Server Administration Made Easy with Hands-On Training: Packt
  • Unreal Engine 5 For Beginners: Cameras & Production: Skillshare
  • 3D Design in Unreal Engine: Create a Realistic Environment: Skillshare
  • Spring Boot Microservices with Spring Cloud!: Packt
  • Designing User Interfaces and User Interactions: Indian Institute of Technology Guwahati
  • GenAI Foundations and AI Agents Development: Starweaver

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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