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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: Preview
    Preview
    M

    Michigan State University

    Write Your First Novel

    Skills you'll gain: Peer Review, Storytelling, Writing and Editing, Editing, Constructive Feedback, Content Creation, Follow Through, Oral Expression, Creative Thinking, Goal Setting, Self-Discipline

    4.3
    Rating, 4.3 out of 5 stars
    ·
    376 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    TQM Excellence: Lean Six Sigma & Quality Systems

    Skills you'll gain: Statistical Process Controls, Kaizen Methodology, Customer Relationship Management, Six Sigma Methodology, Quality Management, Lean Methodologies, Quality Monitoring, Continuous Quality Improvement (CQI), Quality Management Systems, Continuous Improvement Process, Operational Excellence, Quality Improvement, Process Improvement, Lean Six Sigma, Customer experience strategy (CX), Quality Control, Supplier Quality Management, Production Management, Product Quality (QA/QC), Change Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    88 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    DeepLearning.AI

    Advanced Deployment Scenarios with TensorFlow

    Skills you'll gain: Model Deployment, Federated Learning, Tensorflow, Transfer Learning, Model Training, MLOps (Machine Learning Operations), Model Evaluation, Fine-tuning, Machine Learning, Information Privacy, Embeddings

    4.8
    Rating, 4.8 out of 5 stars
    ·
    512 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Intelligent Digital Factories

    Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Classification Algorithms, Security Controls, Wireless Networks, Automation, Digital Transformation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    322 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Embedding Sensors and Motors

    Skills you'll gain: Control Systems, Machine Controls, Engineering, Scientific, and Technical Instruments, Process Control, Embedded Systems, Embedded Software, Electrical and Computer Engineering, Real Time Data, Laboratory Equipment, Laboratory Experience, Electronic Systems, Electronics, Electronics Engineering, Power Electronics, Electronic Hardware, Manufacturing Processes, Three-Phase, Thermal Management, Hardware Design, Electrical Engineering

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Generative AI Advanced Fine-Tuning for LLMs

    Skills you'll gain: Fine-tuning, Generative AI, Reinforcement Learning, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Model Optimization, Model Training, Model Evaluation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    135 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    A

    Automatic Data Processing, Inc. (ADP)

    Getting Started with U.S. Payroll Fundamentals

    Skills you'll gain: Payroll, Payroll Administration, Payroll Processing, Payroll Reporting, Payroll Tax, Labor Compliance, Compensation Management, Labor Law, Benefits Administration, Compensation and Benefits, Payment Systems, Employee Onboarding, Benefits Enrollment Processes, Income Tax, Tax Compliance, Problem Solving, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Spring Boot Web Development with Java

    Skills you'll gain: Spring Boot, Java, Java Programming, Hypertext Markup Language (HTML)

    4.6
    Rating, 4.6 out of 5 stars
    ·
    96 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Generative and Agentic AI Basics

    Skills you'll gain: Responsible AI, Prompt Engineering, Generative AI, Agentic Workflows, AI Workflows, Generative AI Agents, AI Orchestration, Retrieval-Augmented Generation, Generative Model Architectures, Microsoft Azure, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, LLM Application, Application Deployment, ChatGPT, Artificial Intelligence, Artificial Neural Networks, Deep Learning, Machine Learning

    3.7
    Rating, 3.7 out of 5 stars
    ·
    54 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera

    Forecasting and Predictive Analytics Methods Pack

    Skills you'll gain: Time Series Analysis and Forecasting, Financial Forecasting, Forecasting, Trend Analysis, Advanced Analytics, Predictive Modeling, Predictive Analytics, Data-Driven Decision-Making, Business Analytics, Supervised Learning, Business Metrics, Market Data, Generative AI, Financial Management, Strategic Decision-Making, Market Intelligence, Statistical Analysis, Model Evaluation, Data Storytelling, Applied Machine Learning

    4.1
    Rating, 4.1 out of 5 stars
    ·
    72 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Apply OpenCV for Real-Time Computer Vision Projects

    Skills you'll gain: Computer Vision, Image Analysis, Program Development, Data Science, Real Time Data, Visualization (Computer Graphics), Code Reusability, Python Programming, Development Environment, Model Training, Classification Algorithms, File I/O, Color Matching, System Design and Implementation, Data Preprocessing, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    K

    KodeKloud

    Azure Backup, Monitor, and AZ-104 Exam Prep

    Skills you'll gain: Performance Tuning, Disaster Recovery, Microsoft Azure, Data Maintenance, Data Loss Prevention, Cloud Management, Data Security, Query Languages, Data Storage, System Monitoring, Event Monitoring, Continuous Monitoring

    Mixed · Course · 1 - 4 Weeks

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

  • Write Your First Novel: Michigan State University
  • TQM Excellence: Lean Six Sigma & Quality Systems: EDUCBA
  • Advanced Deployment Scenarios with TensorFlow: DeepLearning.AI
  • Intelligent Digital Factories: L&T EduTech
  • Embedding Sensors and Motors: University of Colorado Boulder
  • Generative AI Advanced Fine-Tuning for LLMs: IBM
  • Getting Started with U.S. Payroll Fundamentals: Automatic Data Processing, Inc. (ADP)
  • Spring Boot Web Development with Java: EDUCBA
  • Microsoft Generative and Agentic AI Basics: Microsoft
  • Forecasting and Predictive Analytics Methods Pack: 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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