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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


  • Status: Free Trial
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    EDUCBA

    Unix Performance, Signals, and System Internals

    Skills you'll gain: Unix, Unix Commands, Shell Script, Bash (Scripting Language), Operating System Administration, Linux, File Systems, Operating Systems, Command-Line Interface, Performance Tuning, System Monitoring, System Programming, File Management, OS Process Management, System Configuration

    4.8
    Rating, 4.8 out of 5 stars
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    27 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    AWS Tools and Services for AI

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Generative AI, Model Evaluation, Embeddings, Model Deployment

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Data Architecture, Star Schema, Data Governance, Database Design, Data Management, SQL, Relational Databases, Business Intelligence, Data Mining, Data Quality, Data Analysis, Systems Design

    Mixed · Course · 1 - 3 Months

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    Scrimba

    React Beginner Project: Build a Color Picker Tool

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Color Theory, Javascript, Front-End Web Development, User Interface (UI) Design, Web Development, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Speaking with a Webpage - Streaming Speech Transcripts

    Skills you'll gain: Google Cloud Platform, Virtual Machines, Cloud API, Web Servers, Natural Language Processing, Live Streaming

    Intermediate · Project · Less Than 2 Hours

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    Packt

    Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts)

    Skills you'll gain: Power BI, Data Modeling, Data Analysis Expressions (DAX), Data Integration, Microsoft Excel, File Management, Data Import/Export, ChatGPT, Data Transformation

    Intermediate · Course · 1 - 4 Weeks

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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

  • Status: Preview
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    Universidades Anáhuac

    Inteligencia artificial generativa para alumnos

    Skills you'll gain: Prompt Engineering, Generative AI, AI Enablement, Artificial Intelligence, Responsible AI, Creativity, AI Workflows, Critical Thinking, Learning Strategies, Planning

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Power Platform Integration with Azure & Custom APIs

    Skills you'll gain: Power Apps Component Framework, Application Lifecycle Management, Microsoft Power Platform, Microsoft Power Automate/Flow, Azure DevOps, Microsoft Copilot, Application Deployment, User Interface and User Experience (UI/UX) Design, Postman API Platform, Microsoft Azure, Mobile Development, CI/CD, Application Programming Interface (API), TypeScript

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Block.one: Creating a Multi Node EOSIO Blockchain

    Skills you'll gain: Google Cloud Platform, Blockchain, Software Installation, Cloud Hosting, Infrastructure As A Service (IaaS), User Accounts, Cloud Deployment, Operating System Administration, Application Deployment, Build Tools, Systems Administration

    Beginner · Project · Less Than 2 Hours

  • Status: New
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    Starweaver

    GenAI Model Development and Production Engineering

    Skills you'll gain: Model Deployment, Generative AI, Transfer Learning, Kubernetes, Containerization, Docker (Software), Cloud Infrastructure, Scalability, Prompt Engineering, MLOps (Machine Learning Operations), AI Orchestration, Large Language Modeling, AI Security, Performance Tuning, Continuous Deployment, Continuous Monitoring, Development Environment, Process Optimization, Automation, Job Evaluation

    Intermediate · Course · 1 - 3 Months

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    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

  • Unix Performance, Signals, and System Internals: EDUCBA
  • AWS Tools and Services for AI: LearnKartS
  • Data Warehousing and Integration Part 1: Northeastern University
  • React Beginner Project: Build a Color Picker Tool: Scrimba
  • Speaking with a Webpage - Streaming Speech Transcripts: Google Cloud
  • Power BI Tips and Tricks (with Time-Saving ChatGPT Prompts): Packt
  • GenAI Foundations and AI Agents Development: Starweaver
  • Inteligencia artificial generativa para alumnos: Universidades Anáhuac
  • Power Platform Integration with Azure & Custom APIs: Board Infinity
  • Block.one: Creating a Multi Node EOSIO Blockchain: Google Cloud

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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