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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: New
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    Status: Free Trial
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    EDUCBA

    Design and Visualize Landscape Gardens Using SketchUp

    Skills you'll gain: SketchUp (3D Modeling Software), 3D Modeling, 3D Assets, Visualization (Computer Graphics), Computer Graphic Techniques, Layout Design, Software Visualization

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    King Abdullah University of Science and Technology

    Fundamental Skills in Bioinformatics

    Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Programming, R (Software), Unix Shell, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Data Visualization, Data Cleansing, Programming Principles, Pandas (Python Package), Python Programming, NumPy

    4.4
    Rating, 4.4 out of 5 stars
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    93 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Automatic Data Processing, Inc. (ADP)

    Fundamentals of Benefit Strategies

    Skills you'll gain: Benefits Administration, Compensation and Benefits, Compensation Management, Communication Planning, Administration, Communication Strategies, Program Evaluation, Strategic Communication, Human Resource Strategy, Business Strategy, Regulatory Requirements, Regulatory Compliance, Law, Regulation, and Compliance, Brokerage, Diversity and Inclusion

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Mastering Claude AI: Prompting, APIs, RAG, and MCP

    Skills you'll gain: Retrieval-Augmented Generation, Model Context Protocol, Agentic Workflows, Prompt Engineering, Anthropic Claude, Application Programming Interface (API), Prompt Patterns, Prompt Engineering Tools, LLM Application, JSON, AI Integrations, Generative AI Agents, AI literacy, Tool Calling, Generative AI, Scripting, Token Optimization, Document Management, Context Engineering, Agentic systems

    3.5
    Rating, 3.5 out of 5 stars
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    24 reviews

    Intermediate · Specialization · 1 - 3 Months

  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    Intro to Acoustics (Part 1)

    Skills you'll gain: Vibrations, Mechanics, Systems Of Measurement, Engineering Analysis, Differential Equations, Physics, Calculus, Applied Mathematics, Mathematical Modeling, Trigonometry

    4.5
    Rating, 4.5 out of 5 stars
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    144 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    DeepLearning.AI

    PyTorch: Techniques and Ecosystem Tools

    Skills you'll gain: Hugging Face, Model Optimization, Fine-tuning, Transfer Learning, Model Training, Embeddings, Data Preprocessing

    5
    Rating, 5 out of 5 stars
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    19 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Coursera

    AI-Powered Finance: Forecasting, Planning & Reporting

    Skills you'll gain: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, LLM Application, Auditing, Portfolio Risk, Portfolio Management, Tax Compliance, Generative AI, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Audit Planning, Financial Data, Artificial Intelligence, Risk Management

    4.3
    Rating, 4.3 out of 5 stars
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    287 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Diode - pn Junction and Metal Semiconductor Contact

    Skills you'll gain: Semiconductors, Electrical Engineering, Electronic Systems, Electronic Components, Electrical and Computer Engineering, Electrical Power, Electronic Hardware, Electronics Engineering, Electronics, Electrical Systems, Materials science, Engineering Calculations, Mathematical Modeling, Applied Mathematics

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    295 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Infosec

    Introduction to Cybersecurity Foundations

    Skills you'll gain: Cybersecurity, Cloud Computing, Network Monitoring, Command-Line Interface, Cloud Services, General Networking, Linux Commands, Linux, Virtual Machines

    4.7
    Rating, 4.7 out of 5 stars
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    541 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    University of Colorado System

    Emergency Care: Pregnancy, Infants, and Children

    Skills you'll gain: Medical History Documentation, Child Health, Childbirth, Airway Management, Pediatric First Aid, Neonatal Intensive Care Unit, Hazardous Waste Operations And Emergency Response Standard (HAZWOPER), Maternal Health, Emergency Medical Services, Emergency Medicine, Hazard Communication (HazCom), Pediatrics, Postpartum Care, Patient Transport, Respiratory Care, Prenatal Care, Obstetrics And Gynecology, Patient Evaluation, Patient Transfer Equipment, Environment Health And Safety

    4.8
    Rating, 4.8 out of 5 stars
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    313 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Microsoft Azure Security Engineer Associate (AZ-500)

    Skills you'll gain: Azure Active Directory, Data Security, Multi-Factor Authentication, Microsoft Azure, Role-Based Access Control (RBAC), Cloud Security, Active Directory, Threat Modeling, Security Strategy, Authentications, Database Application, Data Storage, Application Security, IT Security Architecture, Virtual Machines, Microsoft SQL Servers, Infrastructure Security, Kubernetes, Continuous Monitoring, Web Applications

    4.5
    Rating, 4.5 out of 5 stars
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    156 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Rust Fundamentals

    Skills you'll gain: Rust (Programming Language), Test Case, Memory Management, Software Testing, Data Structures, GitHub, Programming Principles, Package and Software Management, Development Environment, System Programming

    4
    Rating, 4 out of 5 stars
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    246 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Design and Visualize Landscape Gardens Using SketchUp: EDUCBA
  • Fundamental Skills in Bioinformatics: King Abdullah University of Science and Technology
  • Fundamentals of Benefit Strategies: Automatic Data Processing, Inc. (ADP)
  • Mastering Claude AI: Prompting, APIs, RAG, and MCP: Edureka
  • Intro to Acoustics (Part 1): Korea Advanced Institute of Science and Technology(KAIST)
  • PyTorch: Techniques and Ecosystem Tools: DeepLearning.AI
  • AI-Powered Finance: Forecasting, Planning & Reporting: Coursera
  • Diode - pn Junction and Metal Semiconductor Contact: University of Colorado Boulder
  • Introduction to Cybersecurity Foundations: Infosec
  • Emergency Care: Pregnancy, Infants, and Children: University of Colorado System

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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