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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


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    Coursera

    Advanced RAG Patterns

    Skills you'll gain: Retrieval-Augmented Generation, Prompt Patterns, Agentic systems, Performance Testing, Prompt Engineering, Generative AI Agents, Generative AI, Agentic Workflows, Performance Tuning, Model Evaluation, Verification And Validation, Large Language Modeling, MLOps (Machine Learning Operations), Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Analyze Cost Allocation & Profitability Decisions

    Skills you'll gain: Variance Analysis, Cost Accounting, Management Accounting, Profit and Loss (P&L) Management, Cost Estimation, Operational Analysis, Resource Allocation, Cost Management, Performance Analysis, Decision Making

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    GenAI Prompting, Evaluation, and Governance

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, AI Product Strategy, Model Optimization, Risk Management Framework, Governance Risk Management and Compliance, Content Performance Analysis, Risk Management, Governance, Retrieval-Augmented Generation, Data-Driven Decision-Making, Performance Analysis, Cross-Functional Team Leadership, System Monitoring, Gap Analysis, Large Language Modeling, Performance Metric, Quality Assessment, Cost Benefit Analysis

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Apply Advanced Cassandra Collections for Scalable Models

    Skills you'll gain: Data Modeling, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Git & GitHub Version Control for Developers

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Configuration Management, Command-Line Interface, Change Control, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Unity C# Scripting — Complete C# for Unity Game Development

    Skills you'll gain: Object Oriented Design, Android (Operating System), User Interface (UI) Design, Code Reusability, UI Components, Release Management, Development Environment, Programming Principles

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Forex Analysis & Currency Conversion Strategies

    Skills you'll gain: International Finance, Excel Formulas, Budgeting, Financial Trading, Financial Analysis, Mathematical Modeling, Financial Modeling, Microsoft Excel, Business Mathematics, Purchasing, Arithmetic

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    No-Code AI for Business

    Skills you'll gain: Data Ethics, Responsible AI, No-Code Development, AI Integrations, AI Enablement, Regulatory Requirements, Compliance Management, Regulatory Compliance, Business Transformation, Business Process Automation, Business Process, Data Management, Risk Mitigation, Risk Analysis, Return On Investment, Digital Transformation, Business Leadership, Change Management, Data-Driven Decision-Making, Predictive Analytics

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    Email Marketing: Strategy, Segmentation & Design

    Skills you'll gain: Email Marketing, Target Audience, Campaign Management, Direct Marketing, Marketing Strategy and Techniques, Marketing Effectiveness, Advertising Mail, Data-Driven Marketing, Campaign Planning, Personalized Campaigns, Responsive Web Design, Consumer Behaviour, Marketing Analytics, Performance Measurement, Information Privacy, Law, Regulation, and Compliance

    Mixed · Course · 1 - 4 Weeks

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    Board Infinity

    Dive Deep into Python

    Skills you'll gain: File I/O, Object Oriented Programming (OOP), Python Programming, Programming Principles, Code Reusability, Object Oriented Design, File Management, Data Structures, Computer Programming, Algorithms, Data Storage, Computational Logic

    3.9
    Rating, 3.9 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Codio

    Connecting to Devices and Networks

    Skills you'll gain: Firewall, Ubuntu, Network Monitoring, TCP/IP, Networking Hardware, Data Storage, Network Protocols, Network Troubleshooting, Unix, General Networking, Linux, Network Support, File Systems, Linux Administration, Unix Commands, Computer Networking, Unix Shell, Command-Line Interface, Data Storage Technologies, Shell Script

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnQuest

    Visual Basic Programming: Classes and Collections

    Skills you'll gain: Unified Modeling Language, Visual Basic (Programming Language), Data Structures, Object Oriented Design, Microsoft Visual Studio, Program Development, Object Oriented Programming (OOP), Microsoft Development Tools, .NET Framework, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Advanced RAG Patterns: Coursera
  • Analyze Cost Allocation & Profitability Decisions: EDUCBA
  • GenAI Prompting, Evaluation, and Governance: Coursera
  • Apply Advanced Cassandra Collections for Scalable Models: EDUCBA
  • Master Git & GitHub Version Control for Developers: EDUCBA
  • Unity C# Scripting — Complete C# for Unity Game Development: Packt
  • Forex Analysis & Currency Conversion Strategies: EDUCBA
  • No-Code AI for Business: LearnQuest
  • Email Marketing: Strategy, Segmentation & Design: EDUCBA
  • Dive Deep into Python: Board Infinity

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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