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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: New
    New
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    Edureka

    Developing MCP-Powered Agentic AI Systems

    Skills you'll gain: Model Context Protocol, Agentic Workflows, Model Deployment, Generative AI Agents, AI Orchestration, AI Workflows, LangGraph, Agentic systems, Scalability, Interoperability, LLM Application, AI Integrations, LangChain, Prompt Engineering, Artificial Intelligence, Generative AI, Google Gemini, Application Programming Interface (API), Python Programming, Performance Analysis

    Advanced · Course · 1 - 4 Weeks

  • Status: Free
    Free
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    Coursera

    Les Expressions Régulières en Python

    Skills you'll gain: Data Validation, Data Cleansing, Scripting, Python Programming, Scripting Languages

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
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    Edureka

    Analytics Engineering Workflows with dbt

    Skills you'll gain: Data Quality, SQL, YAML, Data Pipelines, Data Validation, CI/CD, Data Modeling, Collaborative Software, Data Transformation, Data Integrity, Code Reusability, Dependency Analysis, Version Control, Git (Version Control System), Technical Documentation, Testability, Metadata Management, Maintainability, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Introduction to Unity and Basic C# Scripting

    Skills you'll gain: Unity Engine, Scripting, C# (Programming Language), Video Game Development, Game Design, Event-Driven Programming, Development Environment, Programming Principles, Object Oriented Programming (OOP), Data Structures, Software Installation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Creo Incubator

    Critical Thinking for Decision Making

    Skills you'll gain: Critical Thinking, Critical Thinking and Problem Solving, Analytical Skills, Analysis, Problem Solving, Decision Making, Habit Formation, Curiosity, Complex Problem Solving, Open Mindset, Gap Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Data Structures Algorithms in Java – SECRETS to Ace LeetCode

    Skills you'll gain: Data Structures, Java Programming, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Algorithms, Debugging, Java, Applied Mathematics, Programming Principles, Computer Programming, Theoretical Computer Science, Numerical Analysis, Computer Programming Tools, Mathematical Theory & Analysis, Pseudocode, Software Installation, Software Architecture, Performance Tuning, Other Programming Languages

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Pearson

    Cisco Certified Support Technician IT Support 100-140 Unit 7

    Skills you'll gain: Cloud Services, Virtualization, Cloud Technologies, Cloud Hosting, Cloud Platforms, Productivity Software, Cloud Solutions, Cloud Computing, Virtualization and Virtual Machines, Cloud Applications, Cloud Management, Business Software, Business Technologies, Technical Support and Services, Collaborative Software, Microsoft 365, Technical Support, End User Training and Support, Servers, Help Desk Support

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Implement Employee Data Analysis Using Scala

    Skills you'll gain: Scalability, Scala Programming, Data Processing, Data Access, Database Development, Relational Databases, Build Tools, Data Persistence, Data Import/Export, Configuration Management, Databases, Development Environment, File I/O, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Alex Genadinik

    Sales Copywriting And Landing Page Optimization With ChatGPT

    Skills you'll gain: Sales Strategy, Closing (Sales), Marketing Psychology, Marketing Materials, Product Promotion, Copywriting, Sales, Sales Process, Selling Techniques, Consumer Behaviour, General Sales Practices, Video Production, Marketing Strategies, Target Audience, Conversion Funnel Analysis, Prompt Engineering, ChatGPT, Decision Making

    Mixed · Course · 1 - 3 Months

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    Packt

    Getting Started with JIRA

    Skills you'll gain: Agile Software Development, Project Management Software, Management Reporting, Release Management, Administration, System Configuration

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
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    Google Cloud

    Attention Mechanism - Italiano

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Whizlabs

    Microsoft Fabric: Monitor and Optimize an Analytics Solution

    Skills you'll gain: Performance Tuning, System Monitoring, Data Lakes, Transact-SQL, Data Analysis Expressions (DAX), Star Schema, Microsoft Azure, Databricks, Real Time Data, Power BI, Data Storage, Analytics, Apache Spark, Data Modeling, Model Optimization, Extract, Transform, Load, PySpark, Continuous Monitoring, Data Pipelines, Dataflow

    Intermediate · Course · 1 - 4 Weeks

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

  • Developing MCP-Powered Agentic AI Systems: Edureka
  • Les Expressions Régulières en Python: Coursera
  • Analytics Engineering Workflows with dbt: Edureka
  • Introduction to Unity and Basic C# Scripting: Packt
  • Critical Thinking for Decision Making: Creo Incubator
  • Data Structures Algorithms in Java – SECRETS to Ace LeetCode: Packt
  • Cisco Certified Support Technician IT Support 100-140 Unit 7: Pearson
  • Implement Employee Data Analysis Using Scala: EDUCBA
  • Sales Copywriting And Landing Page Optimization With ChatGPT: Alex Genadinik
  • Getting Started with JIRA: 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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