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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


  • G

    Google Cloud

    Generative AI Leader

    Skills you'll gain: Google Gemini, Retrieval-Augmented Generation, Generative AI, Gemini, AI Enablement, Enterprise Security, Agentic systems, Tool Calling, Customer experience improvement, LLM Application, Strategic Planning, Organizational Strategy, Cloud Infrastructure, Data Governance, Cloud Computing, Artificial Intelligence, Innovation, Business Strategy, MLOps (Machine Learning Operations), Collaboration

    Beginner · Specialization · 3 - 6 Months

  • M

    Microsoft

    Multimodal and cross-modal AI integrations

    Skills you'll gain: Multimodal Prompts, Prompt Engineering, AI Orchestration, AI Workflows, Generative AI, Microsoft Azure, LLM Application, Image Analysis, Application Design, Computer Vision, Systems Architecture

    Intermediate · Course · 1 - 4 Weeks

  • E

    Edureka

    Develop Intelligent AI Agents with OpenAI

    Skills you'll gain: Model Context Protocol, OpenAI API, Retrieval-Augmented Generation, OpenAI, Generative AI Agents, Embeddings, ChatGPT, Agentic systems, Vector Databases, Generative AI, Artificial Intelligence, Context Management, Model Evaluation, Application Programming Interface (API), Python Programming, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Communicate UX Research with Empathy Maps in Miro

    Skills you'll gain: UI/UX Research, User Research, Design Thinking, User Experience, Persona (User Experience), Technical Communication, Miro AI, User Centered Design

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Mastering Linux Command Line

    Skills you'll gain: Linux Commands, Linux, OS Process Management, Command-Line Interface, Unix Commands, User Accounts, Bash (Scripting Language), Shell Script, Linux Administration, Unix Shell, File Management, Remote Access Systems, Scripting, DevOps

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Building and Fine-Tuning LLM Applications

    Skills you'll gain: Retrieval-Augmented Generation, AI Workflows, Model Deployment, Transfer Learning, Application Deployment, Embeddings, Vector Databases, Model Evaluation

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Swift and SwiftUI

    Skills you'll gain: Swift Programming, Apple Xcode, Apple iOS, iOS Development, Apple software proficiency, Application Development, Mobile Development, Mobile Development Tools, Object Oriented Programming (OOP), Programming Principles, Development Environment, Integrated Development Environments, Computer Programming

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Agentic AI Content for Practitioners: Software

    Skills you'll gain: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

  • D

    Duke University

    Practical Python: Start Your Programming Journey

    Skills you'll gain: Program Development, Debugging, Python Programming, Computer Programming, Pseudocode, Game Design, Interactive Design, Design and Product, Creative Design, Computer Science

    Beginner · Course · 1 - 4 Weeks

  • S

    Starweaver

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: SQL, Business Intelligence, Jupyter, Python Programming

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Semantic Kernel SDK for Intelligent Applications

    Skills you'll gain: LLM Application, Prompt Patterns, OpenAI API, Large Language Modeling, AI Enablement, Generative AI Agents, Retrieval-Augmented Generation, OpenAI, Microsoft Azure, AI Orchestration, AI Personalization, Microsoft Development Tools, Development Environment, Microsoft Visual Studio, Artificial Intelligence, Software Development Tools

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    cPanel Web Hosting Management Mastery

    Skills you'll gain: Email Security, File Management, Control Panels, Web Analytics and SEO, MySQL, Apache, Cloud Hosting, Public Key Infrastructure, User Accounts, Data Security, Encryption, Database Management, Web Servers, Email Automation, System Configuration, PHP (Scripting Language), Server Administration, Performance Tuning, Content Management, Data Storage

    Beginner · Specialization · 1 - 3 Months

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

  • Generative AI Leader: Google Cloud
  • Multimodal and cross-modal AI integrations: Microsoft
  • Develop Intelligent AI Agents with OpenAI: Edureka
  • Communicate UX Research with Empathy Maps in Miro: Coursera
  • Mastering Linux Command Line: Packt
  • Building and Fine-Tuning LLM Applications: Packt
  • Foundations of Swift and SwiftUI: Packt
  • Agentic AI Content for Practitioners: Software: Coursera
  • Practical Python: Start Your Programming Journey : Duke University
  • Build a Data Warehouse Using BigQuery: 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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