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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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    EDUCBA

    Splunk Fundamentals: Analyze & Visualize Data

    Skills you'll gain: Splunk, Dashboard, Business Intelligence, Scatter Plots, Data Visualization Software, Data-Driven Decision-Making, Software Installation, Training Programs, Real Time Data, Case Studies, Data Processing, Event Monitoring, Transaction Processing, System Configuration, Statistical Analysis

    Mixed · Course · 1 - 3 Months

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    University of Pittsburgh

    Statistics and Calculus Methods for Data Analysis

    Skills you'll gain: Statistical Analysis, Statistical Modeling, Predictive Modeling, Data Analysis, Statistics, Integral Calculus, Probability & Statistics, Data Science, Probability Distribution, Calculus, Mathematics and Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Derivatives, Mathematical Modeling, Machine Learning, Algorithms

    Build toward a degree

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Zabbix: Configure, Monitor & Secure IT Systems

    Skills you'll gain: System Monitoring, Network Monitoring, Event Monitoring, System Configuration, Incident Management, Linux Servers, Virtualization, Virtual Machines, TCP/IP, Servers, Security Controls, Apache, Windows Servers, Software Installation, MySQL

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Dartmouth College

    The Engineering of Structures Around Us

    Skills you'll gain: Structural Analysis, Structural Engineering, Building Design, Civil Engineering, Vibrations, Architectural Engineering, Mechanical Engineering, Construction, SketchUp (3D Modeling Software), Mechanics, Engineering Analysis, Engineering Calculations, Mathematical Modeling, Prototyping, Engineering Design Process, Experimentation, Materials science, 3D Modeling, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    172 reviews

    Beginner · Specialization · 3 - 6 Months

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    Columbia University

    Camera and Imaging

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Graphics, Visualization (Computer Graphics), Electronic Components, Semiconductors, Algorithms, Advanced Mathematics, Applied Mathematics

    4.7
    Rating, 4.7 out of 5 stars
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    157 reviews

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Computing, Ethics, and Society

    Skills you'll gain: Data Ethics, Healthcare Ethics, Responsible AI, Ethical Standards And Conduct, Computer Security Awareness Training, Cybersecurity, Diversity Awareness, Generative AI, Artificial Intelligence, Information Technology, Medical Privacy, Information Privacy, Machine Learning, Media and Communications, Automation, Cultural Diversity, Personally Identifiable Information, Workplace inclusivity, Law, Regulation, and Compliance, Emerging Technologies

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    39 reviews

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Ethical Hacking - Capture the Flag Walkthroughs - v2

    Skills you'll gain: Technical Documentation, Information Systems Security, Cybersecurity, Virtual Machines, System Configuration, Virtual Environment, Linux, Network Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Embedding Sensors and Motors

    Skills you'll gain: Process Control, Control Systems, Machine Controls, Engineering, Scientific, and Technical Instruments, Embedded Systems, Automation Engineering, Manufacturing Processes, Embedded Software, Electronic Systems, Hardware Design, Electronics Engineering, Basic Electrical Systems, Electronic Hardware, Electronics, Electrical Systems, Electronic Components, Power Electronics, Three-Phase, Torque (Physics), Electrical Equipment

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    2.9K reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
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    EDUCBA

    Python GUI Calculators with Tkinter: Build & Implement

    Skills you'll gain: Integrated Development Environments, User Interface (UI), Jupyter, Application Development, Python Programming, Test Case, Debugging, Computational Logic

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Google BigQuery for Data and ML Engineers

    Skills you'll gain: Data Pipelines, Data Warehousing, SQL, Google Cloud Platform, Data Processing, Data Quality, Apache Spark, Generative AI, Applied Machine Learning, Big Data, Serverless Computing, Machine Learning, Data Analysis, Time Series Analysis and Forecasting

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Persistent Data, Monitoring & Cost Optimization in AKS

    Skills you'll gain: Role-Based Access Control (RBAC), Continuous Deployment, Capacity Management, Software Versioning, API Gateway, Scalability, Large Language Modeling

    Intermediate · Course · 3 - 6 Months

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    Packt

    Confidence Mastery Course - Unleash Your Hidden Potential

    Skills you'll gain: Empowerment, Self-Motivation, Overcoming Obstacles, Adaptability, Creativity

    Intermediate · Course · 1 - 3 Months

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

  • Splunk Fundamentals: Analyze & Visualize Data: EDUCBA
  • Statistics and Calculus Methods for Data Analysis: University of Pittsburgh
  • Zabbix: Configure, Monitor & Secure IT Systems: EDUCBA
  • The Engineering of Structures Around Us: Dartmouth College
  • Camera and Imaging: Columbia University
  • Computing, Ethics, and Society: University of Colorado Boulder
  • Ethical Hacking - Capture the Flag Walkthroughs - v2: Packt
  • Embedding Sensors and Motors: University of Colorado Boulder
  • Python GUI Calculators with Tkinter: Build & Implement: EDUCBA
  • Google BigQuery for Data and ML Engineers: Pearson

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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