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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


  • G

    Google

    AI for Research and Insights

    Skills you'll gain: Prompt Patterns, Generative AI, Artificial Intelligence, AI Personalization, Google Workspace

    4.7 stars, 888 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (888) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • G

    Google

    Regression Analysis: Simplify Complex Data Relationships

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Logistic Regression, Statistical Analysis, Data Analysis, Statistical Methods, Correlation Analysis, Predictive Modeling, Supervised Learning, Predictive Analytics, Statistical Modeling, Machine Learning, Model Evaluation, Applied Machine Learning, Variance Analysis, Classification Algorithms, Python Programming

    4.7 stars, 605 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.7 (605) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Logic and Evidence in Persuasion

    Skills you'll gain: Persuasive Communication, Writing, Research

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • 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 stars, 190 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.4 (190) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Project Management Principles and Practices

    Skills you'll gain: Cost Estimation, Stakeholder Engagement, Project Planning, Project Estimation, Work Breakdown Structure, Cost Management, Project Schedules, Project Performance, Stakeholder Communications, Project Risk Management, Estimation, Risk Management, Project Management, Communication Planning, Planning, Quality Management, Change Control, Project Scoping, Milestones (Project Management), Budget Management

    4.7 stars, 31K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (31K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • I

    IBM

    IBM Hybrid Cloud Architect

    Skills you'll gain: Cloud-Native Computing, Cloud Security, Infrastructure as Code (IaC), Cloud Platforms, Cloud Computing, Cloud Storage, Hybrid Cloud Computing, Systems Analysis, Process Improvement, Cloud Engineering, Cloud Solutions, Cloud Development, Requirements Analysis, Data Modeling, Multi-Cloud, Infrastructure As A Service (IaaS), DevOps, Docker (Software), Solution Design, Microservices

    4.6 stars, 7.8K reviews, Intermediate, Professional Certificate, 3 - 6 Months

    ★ 4.6 (7.8K) · Intermediate · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    SIEM Splunk Hands-On Guide

    Skills you'll gain: Splunk, Security Information and Event Management (SIEM), Data Modeling, Role-Based Access Control (RBAC), Dashboard Creation, System Monitoring, Dashboard, Model Training, Incident Response, Threat Detection, User Accounts, Machine Learning Methods, Data Transformation, Machine Learning Software, User Provisioning, Model Evaluation, Computer Security Incident Management, Cybersecurity, Interactive Data Visualization, Data Manipulation

    4.7 stars, 511 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.7 (511) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Arizona

    Astronomy: Exploring Time and Space

    Skills you'll gain: Physical Science, Physics, Engineering, Scientific, and Technical Instruments, Ancient History, Life Sciences, Chemistry, electromagnetics, General Science and Research, Scientific Methods, Research

    4.8 stars, 4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (4K) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • M

    Madecraft

    Big Data: Demystifying the Big Idea

    Skills you'll gain: Big Data, Data Infrastructure, Data Architecture, Data Warehousing, Data Processing, Data Engineering, Apache Hadoop, Cloud Deployment, Cloud Computing, Data Strategy, Cloud Technologies, Analytics, Data Storage, Apache Spark, Data-Driven Decision-Making, Data Pipelines, Cloud Hosting, Data Governance, Data Analysis, Machine Learning

    Intermediate · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • D

    DeepLearning.AI

    Build Basic Generative Adversarial Networks (GANs)

    Skills you'll gain: Generative Adversarial Networks (GANs), Generative AI, Generative Model Architectures, PyTorch (Machine Learning Library), Deep Learning, Convolutional Neural Networks, Responsible AI, Data Ethics, Model Training, Model Evaluation

    4.7 stars, 2K reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (2K) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • 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 stars, 484 reviews, Advanced, Course, 1 - 3 Months

    ★ 4.5 (484) · Advanced · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Introduction to HTML5

    Skills you'll gain: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Web Language, Web Design, HTML and CSS, Verification And Validation, Web Design and Development, Cloud Hosting, Web Development, Front-End Web Development, Web Content, Web Development Tools, GitHub, Semantic Web, Responsive Web Design, Integrated Development Environments, Web Servers, Servers, Cascading Style Sheets (CSS), Programming Principles

    4.7 stars, 28K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (28K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • AI for Research and Insights: Google
  • Regression Analysis: Simplify Complex Data Relationships: Google
  • Logic and Evidence in Persuasion: Arizona State University
  • Matrix Factorization and Advanced Techniques: University of Minnesota
  • Project Management Principles and Practices: University of California, Irvine
  • IBM Hybrid Cloud Architect: IBM
  • SIEM Splunk Hands-On Guide: EDUCBA
  • Astronomy: Exploring Time and Space: University of Arizona
  • Big Data: Demystifying the Big Idea: Madecraft
  • Build Basic Generative Adversarial Networks (GANs): DeepLearning.AI

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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