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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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    Stanford University

    Love as a Force for Social Justice

    Skills you'll gain: Compassion, Social Justice, Communication, Empathy, Liberal Arts, Social Sciences, Community and Social Work, Cultural Diversity, Research, Psychology, Ethical Standards And Conduct, Neurology

    4.7
    Rating, 4.7 out of 5 stars
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    428 reviews

    Beginner · Course · 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, Engineering Calculations, Physics, Calculus, Applied Mathematics, Mathematical Modeling

    4.5
    Rating, 4.5 out of 5 stars
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    143 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    Practical Generative AI with ChatGPT

    Skills you'll gain: Prompt Engineering, ChatGPT, Generative AI, OpenAI, Multimodal Prompts, LLM Application, AI Product Strategy, Marketing Strategies, Productivity Software, Creative Design, Marketing Automation, Responsible AI, Natural Language Processing, Application Programming Interface (API), A/B Testing, Time Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Macquarie University

    Excel Fundamentals for Data Analysis

    Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Manipulation, Spreadsheet Software, Data Transformation, Data Validation, Data Analysis, Pivot Tables And Charts, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    4.2K reviews

    Intermediate · Course · 1 - 3 Months

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    National Taiwan University

    Operations Research (1): Models and Applications

    Skills you'll gain: Operations Research, Mathematical Modeling, Process Optimization, Business Mathematics, Applied Mathematics, Business Modeling, Industrial Engineering, Business Operations, Operations Management, Resource Allocation, Business Analytics, Production Planning, Inventory Management System, Case Studies, Microsoft Excel, Scheduling, Linear Algebra, Decision Making, Portfolio Management, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    572 reviews

    Beginner · Course · 1 - 3 Months

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    Tecnológico de Monterrey

    Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo

    Skills you'll gain: Calculus, Integral Calculus, Advanced Mathematics, Graphing, Trigonometry, Mathematical Modeling, Mathematical Theory & Analysis, Algebra, Computational Thinking, Applied Mathematics, Mathematical Software, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    722 reviews

    Mixed · Course · 3 - 6 Months

  • Status: New
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    LearnKartS

    Certified Associate in Project Management Prep

    Skills you'll gain: Project Closure, Agile Project Management, Product Roadmaps, Project Management, Agile Software Development, Backlogs, Procurement, Stakeholder Management, Scope Management, Project Management Life Cycle, Agile Methodology, Project Controls, Project Risk Management, Project Planning, Project Schedules, Project Scoping, Project Estimation, Project Implementation, Waterfall Methodology, Project Performance

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Classification Trees in Python, From Start To Finish

    Skills you'll gain: Classification And Regression Tree (CART), Decision Tree Learning, Data Transformation, Supervised Learning, Predictive Modeling, Feature Engineering, Scikit Learn (Machine Learning Library), Data Processing

    4.6
    Rating, 4.6 out of 5 stars
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    232 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    EDUCBA

    Linux & Python: Automate & Manage Systems

    Skills you'll gain: Linux, Scripting, Linux Administration, Linux Commands, Scripting Languages, Operating System Administration, Bash (Scripting Language), Shell Script, Unix Shell, Systems Administration, IT Automation, Software Installation, Command-Line Interface, Cloud Hosting, Object-Relational Mapping, YAML, Python Programming, Databases, File Transfer Protocol (FTP), Network Administration

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Mixed · Course · 1 - 3 Months

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    Universitat Autònoma de Barcelona

    Digital Systems: From Logic Gates to Processors

    Skills you'll gain: Computer Architecture, Hardware Architecture, System Design and Implementation, Embedded Systems, Application Specific Integrated Circuits, Digital Design, Design Software, Computer Hardware, Verification And Validation, Simulations

    4.3
    Rating, 4.3 out of 5 stars
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    852 reviews

    Intermediate · Course · 1 - 3 Months

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    Universitat de Barcelona

    Claves para la innovación en la docencia universitaria

    Skills you'll gain: Collaboration, Learning Strategies, Teamwork, Instructional Design, Innovation, Complex Problem Solving, Digital Transformation, Constructive Feedback, Critical Thinking and Problem Solving

    4.8
    Rating, 4.8 out of 5 stars
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    1.7K reviews

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
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    Packt

    Practical Python: Step-by-Step Guide to Python 3 Basics

    Skills you'll gain: Scripting, Maintainability

    Beginner · Course · 1 - 3 Months

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

  • Love as a Force for Social Justice: Stanford University
  • Intro to Acoustics (Part 1): Korea Advanced Institute of Science and Technology(KAIST)
  • Practical Generative AI with ChatGPT: Packt
  • Excel Fundamentals for Data Analysis: Macquarie University
  • Operations Research (1): Models and Applications: National Taiwan University
  • Cálculo Diferencial e Integral unidos por el Teorema Fundamental del Cálculo: Tecnológico de Monterrey
  • Certified Associate in Project Management Prep: LearnKartS
  • Classification Trees in Python, From Start To Finish: Coursera
  • Linux & Python: Automate & Manage Systems: EDUCBA
  • Digital Systems: From Logic Gates to Processors: Universitat Autònoma de Barcelona

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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