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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

    Securing Industrial Control and Safety Instrumented Systems

    Skills you'll gain: Risk Management, Risk Management Framework, Infrastructure Security, Safety Assurance, Threat Modeling, Information Systems Security, Security Controls, Security Engineering, Security Requirements Analysis, Safety Standards, Safety and Security, Cybersecurity, Cyber Security Strategy, Continuous Monitoring, Cyber Risk, Hardening, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Industrial Design

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Automatically Deploy Python Web Apps from Version Control to Cloud Run

    Skills you'll gain: Cloud Applications, Serverless Computing, Cloud Management, Cloud Development, Cloud Deployment, Cloud Computing, Application Deployment, CI/CD, Continuous Deployment, Google Cloud Platform, Application Development, Python Programming

    Beginner · Project · Less Than 2 Hours

  • P

    Packt

    Design Better and Build Your Brand with Canva

    Skills you'll gain: Canva (Software), Logo Design, Graphic and Visual Design, Animations, Branding, Marketing Design, Social Media Content, Style Guides, Scheduling, Typography

    Beginner · Course · 1 - 3 Months

  • I

    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

  • P

    Packt

    Skeletal Meshes and Animation

    Skills you'll gain: Unreal Engine, Animations, 3D Assets, Game Design, Video Game Development

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Advanced Strategic Threat Intelligence Research & Reporting

    Skills you'll gain: Cyber Threat Intelligence, Threat Modeling, MITRE ATT&CK Framework, Threat Detection, Intelligence Collection and Analysis, Report Writing, Technical Communication, Cybersecurity, Data Storytelling, Verbal Communication Skills, Vulnerability Assessments, Incident Response, Risk Analysis, Communication, Infrastructure Security, Analysis, Stakeholder Communications

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Advanced Data Applications and Integration

    Skills you'll gain: Rmarkdown, Web Scraping, Geospatial Information and Technology, Microsoft Azure, Cloud Storage, Geospatial Mapping, Interactive Data Visualization, R Programming, Data Collection, Data Manipulation, Data Science, Data Integration, Data Analysis, Application Programming Interface (API)

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Building AI Agents for Complex Tasks

    Skills you'll gain: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • B

    Board Infinity

    Advanced CSS Techniques & Responsive Design

    Skills you'll gain: Cascading Style Sheets (CSS), HTML and CSS, Hypertext Markup Language (HTML), Responsive Web Design, Bootstrap (Front-End Framework), Web Design, Web Development, Front-End Web Development, User Interface and User Experience (UI/UX) Design, UI Components, Typography

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Angular – Interview Prep & E-commerce App

    Skills you'll gain: Angular, Responsive Web Design, Bootstrap (Front-End Framework), Node.JS, Back-End Web Development, Unit Testing, Full-Stack Web Development, Front-End Web Development, Command-Line Interface, Authentications, Dataflow, TypeScript, MySQL, E-Commerce

    Intermediate · Specialization · 3 - 6 Months

  • H

    H2O.ai

    H2O Gen AI Ecosystem Overview - Level 1

    Skills you'll gain: Large Language Modeling, LLM Application, Generative AI, Prompt Engineering, Model Evaluation, Data Preprocessing, Application Development, Model Deployment, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • P

    Pearson

    Ansible From Basics to Guru: Unit 1

    Skills you'll gain: Ansible, IT Automation, Automation, Linux Servers, Infrastructure as Code (IaC), Windows Servers, Command-Line Interface, YAML, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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

  • Securing Industrial Control and Safety Instrumented Systems: Packt
  • Automatically Deploy Python Web Apps from Version Control to Cloud Run: Google Cloud
  • Design Better and Build Your Brand with Canva: Packt
  • User Research Methods and Practices: Indian Institute of Technology Guwahati
  • Skeletal Meshes and Animation: Packt
  • Advanced Strategic Threat Intelligence Research & Reporting: Starweaver
  • Advanced Data Applications and Integration: Microsoft
  • Building AI Agents for Complex Tasks: Coursera
  • Advanced CSS Techniques & Responsive Design: Board Infinity
  • Mastering Angular – Interview Prep & E-commerce App: Packt

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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