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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


  • L

    L&T EduTech

    Machineries for Heavy Lifting

    Skills you'll gain: Structural Engineering, Hydraulics, Engineering Practices, Mechanics, Construction, Engineering, Construction Engineering, Structural Analysis, Mechanical Design, Torque (Physics), Engineering Design Process, Machine Controls, Equipment Design, Engineering Calculations, Civil Engineering, Plant Operations and Management, Mechanical Engineering, Safety Assurance

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • V

    Vanderbilt University

    AI Agents with Model Context Protocol & Typescript

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Context Engineering, Agentic systems, LLM Application, Prompt Patterns, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, Prompt Engineering, AI Personalization, ChatGPT, Multimodal Prompts, Anthropic Claude, AI Product Strategy

    Beginner · Course · 1 - 3 Months

  • S

    Skillshare

    Unreal Engine 5 For Beginners: World Building Basics

    Skills you'll gain: Unreal Engine, Virtual Environment, 3D Assets, Game Design, Post-Production, Image Quality, Model Optimization, Data Import/Export

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Create Mapping Data Flows in Azure Data Factory

    Skills you'll gain: Data Mapping, Microsoft Azure, Data Transformation, Data Pipelines, Extract, Transform, Load, Dataflow, Data Processing, Data Integration, Data Storage, Cloud Storage

    4.8
    Rating, 4.8 out of 5 stars
    ·
    8 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Comprehensive Relative Valuation Training

    Skills you'll gain: Business Valuation, Financial Modeling, Benchmarking, Competitive Analysis, Financial Statement Analysis, Financial Analysis, Financial Data, Performance Measurement, Investment Management, Equities, Financial Statements, Cash Flows

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    Architecture and Virtualization

    Skills you'll gain: Network Architecture, Virtual Networking, Computer Networking, Network Engineering, Virtualization, Network Infrastructure, Network Planning And Design, Software-Defined Networking, Virtual Private Networks (VPN), Virtualization and Virtual Machines, Network Protocols, Cloud Infrastructure, Wireless Networks, Wide Area Networks, Virtual Machines, Network Routing, Network Performance Management

    4.9
    Rating, 4.9 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Cleansing, Model Optimization

    Mixed · Course · 1 - 3 Months

  • U

    University of Michigan

    Generative AI Teach-Out

    Skills you'll gain: ChatGPT, Generative AI, AI literacy, LLM Application, Large Language Modeling, Responsible AI, AI Integrations, Artificial Intelligence, Natural Language Processing, Economics, Policy, and Social Studies, Law, Regulation, and Compliance, Regulation and Legal Compliance, Ethical Standards And Conduct, Intellectual Property

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Mixed · Course · 1 - 4 Weeks

  • R

    Red Hat

    Python Programming with Red Hat

    Skills you'll gain: Object Oriented Programming (OOP), File I/O, JSON, Python Programming, Debugging, Object Oriented Design, Data Structures, Red Hat Enterprise Linux, Programming Principles, Statistical Programming, Web Development, Program Development, Scripting, Integrated Development Environments, Development Environment, Software Installation

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Calibrate and Serve Confident AI Predictions

    Skills you'll gain: Model Evaluation, MLOps (Machine Learning Operations), AI Workflows, Applied Machine Learning, Model Optimization, Data Pipelines, Responsible AI, Statistical Modeling

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Build an iOS Stock Trading App with Swift & Charts

    Skills you'll gain: iOS Development, Data Visualization, Plot (Graphics), Data Visualization Software, Data Presentation, Application Development, Dataflow, Data Processing, UI Components

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Forward Contracts: Analyze, Apply & Hedge

    Skills you'll gain: Derivatives, Hedge Accounting, Risk Management, International Finance, Financial Trading, Financial Market, Financial Modeling, Finance, Market Dynamics

    Mixed · Course · 1 - 4 Weeks

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

  • Machineries for Heavy Lifting: L&T EduTech
  • AI Agents with Model Context Protocol & Typescript: Vanderbilt University
  • Unreal Engine 5 For Beginners: World Building Basics: Skillshare
  • Create Mapping Data Flows in Azure Data Factory: Coursera
  • Comprehensive Relative Valuation Training: EDUCBA
  • Architecture and Virtualization: Packt
  • Predictive Modeling with Python: Apply & Evaluate: EDUCBA
  • Generative AI Teach-Out: University of Michigan
  • Python Programming with Red Hat: Red Hat
  • Calibrate and Serve Confident AI Predictions: Coursera

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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