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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: Free Trial
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    IBM

    Python Project for Data Science

    Skills you'll gain: Dashboard Creation, Dashboard, Web Scraping, Data Analysis, Data Presentation, Analytical Skills, Data Visualization Software, Graphing, Pandas (Python Package), Data Science, Jupyter, Python Programming, Data Collection

    4.5
    Rating, 4.5 out of 5 stars
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    4.9K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Meta

    Meta Database Engineer

    Skills you'll gain: MySQL, Database Software, Database Management, Database Theory, Data Warehousing, Interactive Data Visualization, Dashboard, Database Administration, Data Visualization Software, Star Schema, Dashboard Creation, Linux Commands, Unix, Data Integrity, Unit Testing, Algorithms, Analytics, Database Architecture and Administration, Software Versioning, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
    ·
    7.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    J

    John Wiley & Sons

    AI for Business, Creativity, and Development

    Skills you'll gain: Prompt Engineering, AI Personalization, Prompt Patterns, Prompt Engineering Tools, GitHub Copilot, Vibe coding, Microsoft Copilot, Responsible AI, ChatGPT, Customer experience improvement, Generative AI Agents, Artificial Intelligence, Digital Analysis, Personalized Campaigns, Digital Brand Strategy, Digital Marketing, Software Development, Machine Learning, Devops Tools, Business Strategy

    Advanced · Course · 1 - 3 Months

  • Status: New
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    J

    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

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    V

    Vanderbilt University

    Honors AI Foundations for High School Students

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Patterns, Prompt Engineering Tools, LLM Application, Gemini, ChatGPT, Google Gemini, AI literacy, Anthropic Claude, Large Language Modeling, AI Enablement, Artificial Intelligence, AI powered creativity, Generative AI, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Complex Problem Solving

    Beginner · Course · 1 - 3 Months

  • Status: Preview
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    U

    Universidad Nacional Autónoma de México

    Álgebra básica

    Skills you'll gain: Algebra, General Mathematics, Arithmetic, Applied Mathematics, Geometry

    4.8
    Rating, 4.8 out of 5 stars
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    3.7K reviews

    Mixed · Course · 1 - 3 Months

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    C

    Coursera

    Edge AI and Nanotechnology: Nanoscale Data Processing

    Skills you'll gain: Anomaly Detection, Unit Testing, Test Script Development, Data Pipelines, Test Automation, Code Coverage, Real Time Data, Data Processing, Data Cleansing, Data Integrity, Extract, Transform, Load, Data Transformation, Data Persistence, Performance Testing, Data Validation, Data Science, Python Programming, Machine Learning, Algorithms, SQL

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    G

    Google Cloud

    Recommendation Systems on Google Cloud

    Skills you'll gain: Reinforcement Learning, Google Cloud Platform, AI Personalization, Machine Learning, Machine Learning Algorithms, Deep Learning, Applied Machine Learning, Unsupervised Learning, Artificial Neural Networks, Embeddings

    4.5
    Rating, 4.5 out of 5 stars
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    484 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Minnesota

    Matrix Factorization and Advanced Techniques

    Skills you'll gain: Machine Learning Algorithms, Machine Learning Methods, Applied Machine Learning, Machine Learning, Dimensionality Reduction, Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    190 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    A

    Arizona State University

    总计划案 Final Project

    Skills you'll gain: English Language, Business Writing, Presentations, Executive Presence, Management Reporting, Product Planning, Business Planning, Marketing Budgets, New Product Development, Business Communication, Writing, Marketing Planning, Campaign Management, Internal Communications, Oral Expression, Analysis

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    I

    IBM

    IBM AI Enterprise Workflow

    Skills you'll gain: Feature Engineering, Model Deployment, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Application Deployment, Dimensionality Reduction, MLOps (Machine Learning Operations), Model Training, Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Design Thinking, Market Opportunities, Data Science, Machine Learning, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
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    376 reviews

    Advanced · Specialization · 3 - 6 Months

  • Status: New
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    Madecraft

    Demystify the Cloud: Amazon Web Services Basics

    Skills you'll gain: Amazon Web Services, Cloud Deployment, Cloud Computing, Cloud Computing Architecture, Cloud Services, AWS CloudFormation, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Cloud Infrastructure, Infrastructure as Code (IaC), Amazon S3, Amazon CloudWatch, Cloud Security, Cloud Storage, Serverless Computing, DevOps, Data Analysis, Machine Learning, Database Management, Cost Management

    Beginner · Course · 1 - 3 Months

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

  • Python Project for Data Science: IBM
  • Meta Database Engineer: Meta
  • AI for Business, Creativity, and Development: John Wiley & Sons
  • Generative AI: Tools, Techniques, and Applications: John Wiley & Sons
  • Honors AI Foundations for High School Students: Vanderbilt University
  • Álgebra básica: Universidad Nacional Autónoma de México
  • Edge AI and Nanotechnology: Nanoscale Data Processing: Coursera
  • Recommendation Systems on Google Cloud: Google Cloud
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • 总计划案 Final Project: Arizona State 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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