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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


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    Coursera

    From Schematic to PCB: Layout Fundamentals

    Skills you'll gain: USB, Electronic Hardware, Hardware Design, Electronics, Electrical Systems, Electronic Systems, Power Electronics, Electronic Components, Routing Protocols, Computer-Aided Design, Schematic Diagrams, Design, Design Specifications, Design Strategies, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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    University at Buffalo

    Digital Manufacturing & Design Technology

    Skills you'll gain: Model Based Systems Engineering, Peer Review, Systems Engineering, Product Lifecycle Management, Intrusion Detection and Prevention, Security Controls, Performance Measurement, Collaborative Software, Control Systems, Anomaly Detection, Machine Controls, Incident Response, Digital Transformation, Vulnerability Assessments, Software Development Life Cycle, Cybersecurity, Manufacturing Operations, Supply Chain Management, Data Sharing, Manufacturing Processes

    4.6
    Rating, 4.6 out of 5 stars
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    7K reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Estimation, Linear Algebra, Physics, Engineering Calculations, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Physical Science

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    104 reviews

    Intermediate · Specialization · 1 - 3 Months

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    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Engineering, Computer Architecture, Computer Programming, System Programming, Virtual Machines, Operating Systems, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics

    4.9
    Rating, 4.9 out of 5 stars
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    531 reviews

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    CRM: Analyze, Apply & Optimize Customer Success

    Skills you'll gain: Customer Relationship Management, Customer experience strategy (CX), Customer Success Management, Customer Acquisition Management, Customer Analysis, Customer Data Management, Customer Retention, Customer Relationship Building, Marketing Automation, Value Propositions, Portfolio Management, Performance Measurement, Automation, Key Performance Indicators (KPIs)

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    TFX on Google Cloud Vertex Pipelines

    Skills you'll gain: Google Cloud Platform, Tensorflow, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    Sungkyunkwan University

    Fundamentals of CNNs and RNNs

    Skills you'll gain: Image Analysis, Computer Vision, Artificial Neural Networks, Natural Language Processing, Deep Learning, Network Architecture, Network Model, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 3 Months

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    Johns Hopkins University

    Precalculus: Relations and Functions

    Skills you'll gain: Graphing, Data Analysis, R (Software), General Mathematics, Mathematical Modeling, Algebra, Applied Mathematics, Calculus

    4.7
    Rating, 4.7 out of 5 stars
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    222 reviews

    Beginner · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    U.S. Federal Taxation

    Skills you'll gain: Corporate Tax, Tax Compliance, Tax Preparation, Tax Returns, Tax Management, Partnership Accounting, Income Tax, Property Accounting, Liquidation, Depreciation, Payroll Tax, Tax, Corporate Accounting, Tax Planning, Tax Laws, Fixed Asset, Payroll, Real Estate Transactions, Specialized Accounting, Strategic Decision-Making

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
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    964 reviews

    Intermediate · Specialization · 3 - 6 Months

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    The Hong Kong University of Science and Technology

    Python and Statistics for Financial Analysis

    Skills you'll gain: Statistical Inference, Statistical Methods, Pandas (Python Package), Probability & Statistics, Risk Analysis, Financial Trading, Financial Data, Data Manipulation, Statistical Analysis, Regression Analysis, Financial Analysis, Jupyter, Probability Distribution, Python Programming, Data Visualization

    4.4
    Rating, 4.4 out of 5 stars
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    4.6K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AlmaLinux Mastery – Free Path to Enterprise Linux

    Skills you'll gain: Package and Software Management, Network Administration, Cloud Hosting, File Systems

    Beginner · Course · 1 - 3 Months

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    Atlassian

    Introduction to Jira

    Skills you'll gain: Issue Tracking, Collaborative Software, Workflow Management, Project Management Software, Role-Based Access Control (RBAC), Prioritization

    Beginner · Course · 1 - 4 Weeks

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

  • From Schematic to PCB: Layout Fundamentals: Coursera
  • Digital Manufacturing & Design Technology: University at Buffalo
  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • CRM: Analyze, Apply & Optimize Customer Success: EDUCBA
  • TFX on Google Cloud Vertex Pipelines: Google Cloud
  • Fundamentals of CNNs and RNNs: Sungkyunkwan University
  • Precalculus: Relations and Functions: Johns Hopkins University
  • U.S. Federal Taxation: University of Illinois Urbana-Champaign
  • Python and Statistics for Financial Analysis: The Hong Kong University of Science and Technology

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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