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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

    Build and Apply Angular Applications with Ionic

    Skills you'll gain: Angular, Scalability, Application Development, Mobile Development, Web Applications, Cross Platform Development, Development Environment, UI Components, Software Architecture, TypeScript, Cascading Style Sheets (CSS), Programming Principles, Hypertext Markup Language (HTML)

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Deep Learning, Keras (Neural Network Library), Distributed Computing, Performance Tuning

    4.8
    Rating, 4.8 out of 5 stars
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    438 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Learn Splunk in 2025 - The Essential Training Guide (V2)

    Skills you'll gain: Splunk, Software Installation, Network Monitoring, Data Transformation, Dashboard

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Architect AI Solutions: From Needs to Models

    Skills you'll gain: Requirements Analysis, Solution Design, Functional Requirement, Business Requirements, Scalability, Systems Integration

    Intermediate · Course · 1 - 4 Weeks

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    University of Illinois Urbana-Champaign

    Text Retrieval and Search Engines

    Skills you'll gain: Text Mining, Natural Language Processing, Data Mining, Unstructured Data, Vector Databases, Big Data, Model Evaluation, Web Analytics and SEO, Machine Learning, Information Architecture, Statistical Methods

    4.5
    Rating, 4.5 out of 5 stars
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    964 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    ChatGPT for Teachers in Education

    Skills you'll gain: Instructional Strategies, Digital pedagogy, Student Engagement, digital literacy

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Capital Markets Using Economic and Valuation Models

    Skills you'll gain: Financial Market, Equities, Capital Markets, Economics, Investment Management, Business Valuation, Market Analysis, Portfolio Management, Financial Analysis, Market Dynamics, Econometrics, Analysis, Forecasting, Asset Management

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Apply Project Finance Methods and Functions

    Skills you'll gain: Project Finance, Financial Modeling, Risk Analysis, Loans, Financial Analysis, Financial Forecasting, Excel Formulas, Project Risk Management, Cost Benefit Analysis, Revenue Forecasting, Risk Management, Due Diligence, Microsoft Excel, Cash Flows

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Ultimate ASP.NET Core Web API Development Guide

    Skills you'll gain: Restful API, ASP.NET, Postman API Platform, Application Programming Interface (API), API Design, Application Deployment, Web Development, Database Design, Authentications, API Testing, Microsoft Visual Studio, Data Modeling, Microsoft Azure, Secure Coding, Authorization (Computing), Maintainability, GitHub, Debugging, Version Control, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Edureka

    Developing MCP-Powered Agentic AI Systems

    Advanced · Course · 1 - 4 Weeks

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    Packt

    GPU Programming with C++ and CUDA

    Skills you'll gain: C and C++, C++ (Programming Language), Development Environment, Performance Tuning, Distributed Computing, Docker (Software), Development Testing, Programming Principles, Algorithms, Computer Programming, Python Programming, Debugging, Software-Defined Networking, Computer Hardware, Scripting

    Intermediate · Course · 1 - 3 Months

  • D

    Dartmouth College

    Master of Engineering in Computer Engineering

    Skills you'll gain: Natural Language Processing, Embedded Systems, Digital Signal Processing, Embedded Software, Recurrent Neural Networks (RNNs), Generative AI, Image Analysis, Deep Learning, Transfer Learning, Convolutional Neural Networks, Microarchitecture, Engineering Design Process, Artificial Neural Networks, Computer Vision, Electrical and Computer Engineering, Electronic Systems, Text Mining, Electrical Engineering, Student Support and Services, Student Services

    Earn a degree

    Degree · 1 - 4 Years

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

  • Build and Apply Angular Applications with Ionic: EDUCBA
  • Custom and Distributed Training with TensorFlow: DeepLearning.AI
  • Learn Splunk in 2025 - The Essential Training Guide (V2): Packt
  • Architect AI Solutions: From Needs to Models: Coursera
  • Text Retrieval and Search Engines: University of Illinois Urbana-Champaign
  • ChatGPT for Teachers in Education: Packt
  • Analyze Capital Markets Using Economic and Valuation Models: EDUCBA
  • Analyze and Apply Project Finance Methods and Functions: EDUCBA
  • Ultimate ASP.NET Core Web API Development Guide: Packt
  • Developing MCP-Powered Agentic AI Systems: Edureka

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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