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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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    Board Infinity

    Designing Multi-Agent Systems: Collaboration and Workflows

    Skills you'll gain: AI Orchestration, AI Workflows, CrewAI, LangGraph, Agentic Workflows, Generative AI Agents, LLM Application, Agentic systems, Context Management, Memory Management, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Context Engineering, Token Optimization, Data Ethics, Fine-tuning, Large Language Modeling

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Microservices Architecture and Communication Patterns

    Skills you'll gain: Database Management Systems, NoSQL, Database Design, Systems Architecture, Transaction Processing

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pittsburgh

    Cloud Computing Fundamentals

    Skills you'll gain: Cloud Computing, Cloud Deployment, Cloud Technologies, Cloud Services, Virtualization and Virtual Machines, Cloud Computing Architecture, Cloud Infrastructure, Virtualization, Cloud Platforms, NoSQL, Cloud Storage, Database Design, Database Management, Data Warehousing, MongoDB, MySQL, SQL, Application Programming Interface (API), Python Programming, Git (Version Control System)

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    Agile Principles and Scrum Roles

    Skills you'll gain: Scrum (Software Development), Team Building, Team Oriented, Team Management, Backlogs, Agile Project Management, Agile Software Development, Agile Product Development, Agile Methodology, Team Performance Management, Sprint Retrospectives, Team Leadership, Sprint Planning, Cross-Functional Collaboration, Case Studies, Project Management, Resilience

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Niel Asher Education

    Running Mechanics and Injury Prevention Strategies

    Skills you'll gain: Sports Medicine, Kinesiology, Exercise Science, Injury Prevention, Nutrition and Diet, Athletic Training, Rehabilitation, Exercise Therapy, Preventative Care, Mechanics, Anatomy

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Problem Solving Skills and Critical Thinking

    Skills you'll gain: Critical Thinking and Problem Solving, Complex Problem Solving, Problem Solving, Strategic Decision-Making, Advanced Analytics, Decision Making, Critical Thinking, Data Storytelling, Strategic Thinking, Systems Thinking, Creative Problem-Solving, Storytelling, Analytical Skills, Statistical Analysis, Solution Design, Teamwork, Persuasive Communication, Business Strategy, Analysis, Business Analysis

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Analyze Windows Data Ingestion with Splunk Projects

    Skills you'll gain: Splunk, Data Integration, Windows PowerShell, Data Pipelines, Microsoft Windows, Data Preprocessing, Data Import/Export, Windows Servers, Data Validation, Configuration Management, Software Configuration Management, Event Monitoring, Fine-tuning

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing, Image Quality, Model Training

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Scrimba

    Essential CSS Concepts

    Skills you'll gain: Cascading Style Sheets (CSS), Responsive Web Design, HTML and CSS, UI Components, Hypertext Markup Language (HTML), Typography, Web Design, Maintainability, Debugging, Web Design and Development, Interactive Design, Semantic Web, Color Theory

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Coursera

    Design Real-Time Architectures with Spark & Kafka

    Skills you'll gain: Apache Kafka, Data Pipelines, Real Time Data, Apache Spark, Event-Driven Programming, Distributed Computing, Software Architecture, Performance Tuning, Real-Time Operating Systems, Application Deployment, Systems Architecture, Scalability, Data Processing, Architecture and Construction, Data Transformation, Performance Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Dassault Systèmes

    xDesign Advanced Sketching and Reference Geometry

    Skills you'll gain: SolidWorks (CAD), Computer-Aided Design, Engineering Drawings, Technical Drawing, Drafting and Engineering Design, Design Software, 3D Modeling, Mechanical Engineering

    Beginner · Course · 1 - 4 Weeks

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

  • Designing Multi-Agent Systems: Collaboration and Workflows: Board Infinity
  • Prompt Engineering For New Professionals: Alex Genadinik
  • Microservices Architecture and Communication Patterns: Packt
  • Cloud Computing Fundamentals: University of Pittsburgh
  • Agile Principles and Scrum Roles: Coursera
  • Running Mechanics and Injury Prevention Strategies: Niel Asher Education
  • Problem Solving Skills and Critical Thinking: John Wiley & Sons
  • Analyze Windows Data Ingestion with Splunk Projects: EDUCBA
  • Programming Generative AI: Unit 2: Pearson
  • Essential CSS Concepts: Scrimba

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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