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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


  • Status: New
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    IBM

    Generative AI for Sales Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, ChatGPT, Sales Strategy, Sales Presentation, Sales Enablement, Sales Training, Sales Pipelines, Sales Management, Lead Generation, Sales Prospecting, LinkedIn, B2B Sales, AI Product Strategy, Prospecting and Qualification, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, Marketing Collateral

    4.7
    Rating, 4.7 out of 5 stars
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    11K reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: New
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    Packt

    The Chief AI Officer's Handbook

    Skills you'll gain: AI Product Strategy, Responsible AI, Strategic Leadership, Technology Roadmaps, Data Strategy, Artificial Intelligence, Agile Project Management, Business Strategy, Risking, Sprint Planning, Compliance Management, Data Management, Security Controls, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Governance, Ethical Standards And Conduct, Team Management, Team Building, Innovation

    Advanced · Course · 3 - 6 Months

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    AI CERTs

    AI Foundations & Industry Overview for Telecommunication

    Skills you'll gain: Natural Language Processing, Internet Of Things, Telecommunications, Data Pipelines, Network Troubleshooting, Automation, Artificial Intelligence and Machine Learning (AI/ML), Network Performance Management, Emerging Technologies, Wireless Networks, Generative AI Agents, Digital Communications, Generative AI, Artificial Intelligence, Network Architecture, Computer Networking, Network Protocols, Responsible AI, Communication, System Design and Implementation

    Beginner · Course · 1 - 4 Weeks

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    National Taiwan University

    Operations Research (4): Capstone Project

    Skills you'll gain: Report Writing, Operations Research, Applied Mathematics, Mathematical Modeling, Algorithms, Business Modeling, Engineering Calculations, Project Design, Data Visualization, Presentations, Complex Problem Solving, Decision Making, Business Analytics

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Google Cloud

    Natural Language Processing on Google Cloud

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Tensorflow, Google Cloud Platform, Keras (Neural Network Library), Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Cloud API, Feature Engineering

    4.4
    Rating, 4.4 out of 5 stars
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    537 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free
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    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Predictive Modeling, Predictive Analytics, R Programming, Data Analysis, Classification And Regression Tree (CART), Statistical Modeling, Statistical Analysis, Data Cleansing, Exploratory Data Analysis, Data Manipulation, Tidyverse (R Package), Risk Modeling, Application Deployment, Advanced Analytics, Data Import/Export, Machine Learning Methods, Data Presentation, Interactive Data Visualization, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    24 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Optimize TensorFlow Models For Deployment with TensorRT

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Deep Learning, Performance Tuning, Machine Learning Methods, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    76 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Pontificia Universidad Católica de Chile

    Introducción a la Minería de Datos

    Skills you'll gain: Exploratory Data Analysis, Data Mining, Data Analysis, Machine Learning Algorithms, Data Manipulation, Databases, Data Science, Machine Learning Methods, Unsupervised Learning, Classification And Regression Tree (CART), Supervised Learning, Algorithms, Performance Testing

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    L

    L&T EduTech

    Intelligent Digital Factories

    Skills you'll gain: Machine Learning Algorithms, Internet Of Things, Artificial Intelligence, Unsupervised Learning, Python Programming, Embedded Software, Computer Vision, Peripheral Devices, Integrated Development Environments, Deep Learning, Applied Machine Learning, Image Analysis, Machine Learning, Embedded Systems, Civil Engineering, Computer Programming Tools, Wireless Networks, Automation, Digital Transformation, Enterprise Architecture

    4.6
    Rating, 4.6 out of 5 stars
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    308 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    D

    Duke University

    Introduction to Generative AI

    Skills you'll gain: Prompt Engineering, Generative AI, ChatGPT, OpenAI, Multimodal Prompts, Large Language Modeling, LLM Application, Responsible AI, Natural Language Processing, GitHub, Python Programming, Machine Learning, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
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    178 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    U

    University of Michigan

    Using Python to Access Web Data

    Skills you'll gain: Web Scraping, Web Services, Restful API, JSON, Extensible Markup Language (XML), Network Protocols, Application Programming Interface (API), Hypertext Markup Language (HTML), Python Programming, Data Capture, Data Manipulation, Software Installation

    4.8
    Rating, 4.8 out of 5 stars
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    44K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    The Museum of Modern Art

    Modern Art & Ideas

    Skills you'll gain: Art History, Liberal Arts, Aesthetics, Creativity, Cultural Diversity, Social Justice, Storytelling, Design, Design Elements And Principles, Content Creation

    4.8
    Rating, 4.8 out of 5 stars
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    6.8K reviews

    Beginner · Course · 1 - 3 Months

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

  • Generative AI for Sales Professionals: IBM
  • The Chief AI Officer's Handbook: Packt
  • AI Foundations & Industry Overview for Telecommunication: AI CERTs
  • Operations Research (4): Capstone Project: National Taiwan University
  • Natural Language Processing on Google Cloud: Google Cloud
  • Build and deploy a stroke prediction model using R: Coursera
  • Optimize TensorFlow Models For Deployment with TensorRT: Coursera
  • Introducción a la Minería de Datos: Pontificia Universidad Católica de Chile
  • Intelligent Digital Factories: L&T EduTech
  • Introduction to Generative AI: Duke 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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