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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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    The University of Edinburgh

    The Discovery of the Higgs Boson

    Skills you'll gain: Physics, Laboratory Research, Mechanics, Experimentation, Mathematical Modeling, electromagnetics, General Science and Research, Applied Mathematics

    4.8
    Rating, 4.8 out of 5 stars
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    26 reviews

    Intermediate · Course · 1 - 3 Months

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    SoFi

    Saving Money for the Future

    Skills you'll gain: Safety and Security, Financial Planning, Goal Setting, Budgeting, Investments, Higher Education, Mortgage Loans

    4.5
    Rating, 4.5 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    NLP – Embeddings & Text Preprocessing in Python

    Skills you'll gain: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation

    Intermediate · Course · 1 - 3 Months

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    Starweaver

    Digital Transformation in Hospitality

    Skills you'll gain: Customer experience strategy (CX), Service Design, Design Thinking, Change Management, Vendor Management, Social Media Campaigns, Hospitality Management, Social Media Marketing, Process Mapping, Key Performance Indicators (KPIs), Social Media, Performance Measurement, Digital Media Strategy, Business Relationship Management, Operational Efficiency, Digital Marketing, Leadership, Customer Engagement, Search Engine Optimization, Content Management

    4.2
    Rating, 4.2 out of 5 stars
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    41 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Colorado System

    Design and Build a Data Warehouse for Business Intelligence Implementation

    Skills you'll gain: MicroStrategy, Data Warehousing, Business Intelligence Software, Business Intelligence, Star Schema, Dashboard, SQL, Data Integration, Data Modeling, Query Languages, Data Architecture, Extract, Transform, Load, Analytical Skills, Data Management, Oracle Databases, Data Transformation

    4.6
    Rating, 4.6 out of 5 stars
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    294 reviews

    Mixed · Course · 1 - 3 Months

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    University of Geneva

    Global Health Security, Solidarity and Sustainability through the International Health Regulations

    Skills you'll gain: Health Care Procedure and Regulation, Public Health, Infectious Diseases, Environment Health And Safety, Health Policy, Epidemiology, Health Systems, International Relations, Public Safety and National Security, Emergency Response, Health Assessment, Governance

    4.7
    Rating, 4.7 out of 5 stars
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    105 reviews

    Intermediate · Course · 1 - 3 Months

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    Columbia University

    Camera and Imaging

    Skills you'll gain: Image Quality, Image Analysis, Computer Vision, Photography, Color Theory, Computer Displays, Computer Graphics, Digital Signal Processing, Semiconductors

    4.7
    Rating, 4.7 out of 5 stars
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    160 reviews

    Beginner · Course · 1 - 3 Months

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    The State University of New York

    Basic Information Literacy

    Skills you'll gain: digital literacy, Brainstorming, Planning, Data Ethics, Information Management, Research, Critical Thinking, Investigation, Literacy, Ethical Standards And Conduct

    4.7
    Rating, 4.7 out of 5 stars
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    177 reviews

    Beginner · Course · 1 - 3 Months

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    Fractal Analytics

    Unlocking AI and ML : Your Path to Smart Business Solutions

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Business Intelligence, Data Quality, Business Process Automation, Data Analysis, Business Ethics, Business Analytics, Emerging Technologies, Artificial Neural Networks, Machine Learning, Deep Learning, Data Science, Python Programming, Predictive Modeling, Unsupervised Learning

    Beginner · Course · 1 - 3 Months

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    Tel Aviv University

    Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing

    Skills you'll gain: Economics, Economics, Policy, and Social Studies, Tax, Economic Development, Social Justice, Socioeconomics, Public Policies, Sustainable Development, Tax Management, Policy Analysis, Income Tax, Market Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    135 reviews

    Mixed · Course · 1 - 3 Months

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    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Applied Mathematics, Mathematical Modeling, Differential Equations, Physics

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    13 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Building AI-Powered Application with .NET

    Skills you'll gain: .NET Framework, Machine Learning Algorithms, Model Deployment, Machine Learning, AI Enablement, Artificial Intelligence, Microsoft Copilot, Generative AI, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), OpenAI, Microsoft Azure, MLOps (Machine Learning Operations), C# (Programming Language), Microsoft Visual Studio, Development Environment, Microsoft Development Tools, Responsible AI, Model Evaluation, Computer Vision

    Intermediate · Course · 1 - 3 Months

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

  • The Discovery of the Higgs Boson: The University of Edinburgh
  • Saving Money for the Future: SoFi
  • NLP – Embeddings & Text Preprocessing in Python: Packt
  • Digital Transformation in Hospitality: Starweaver
  • Design and Build a Data Warehouse for Business Intelligence Implementation: University of Colorado System
  • Global Health Security, Solidarity and Sustainability through the International Health Regulations: University of Geneva
  • Camera and Imaging: Columbia University
  • Basic Information Literacy: The State University of New York
  • Unlocking AI and ML : Your Path to Smart Business Solutions: Fractal Analytics
  • Economic Growth and Distributive Justice Part II - Maximize Social Wellbeing: Tel Aviv University

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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