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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

    Prepare and Practice for Interviews with AI

    Skills you'll gain: Oral Expression, LLM Application, Follow Through, AI literacy, Planning, Google Gemini, Professionalism

    4.7 stars, 67 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.7 (67) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • J

    Johns Hopkins University

    Advanced Malware and Network Anomaly Detection

    Skills you'll gain: Anomaly Detection, Malware Protection, Threat Detection, Network Analysis, AI Security, Cybersecurity, Model Evaluation, Network Security, Machine Learning Methods, Classification Algorithms, Microsoft Windows

    4.7 stars, 24 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.7 (24) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Natural Language Processing and Capstone Assignment

    Skills you'll gain: Social Media Analytics, Predictive Modeling, Natural Language Processing, Predictive Analytics, Social Media, Text Mining, Advanced Analytics, Cloud Computing, Analytics, Business Analytics, Data Science, Customer Analysis, Data Analysis, Geospatial Information and Technology, Machine Learning Methods, Business Intelligence, Unsupervised Learning, Internet Of Things, Deep Learning

    4.4 stars, 50 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.4 (50) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Data Science for Professionals

    Skills you'll gain: Predictive Modeling, Data Visualization, Predictive Analytics, Statistical Analysis, Data Presentation, Data Literacy, Data Manipulation, Data Analysis, Data Science, Statistical Methods, Statistics, Data Wrangling, Data Cleansing, Analytics, Data Preprocessing, Applied Machine Learning, Data-Driven Decision-Making, Business Analytics, Model Evaluation, Machine Learning Methods

    4.7 stars, 26 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • E

    EDUCBA

    Python Game Development with Pygame

    Skills you'll gain: Event-Driven Programming, Graphics Software, Computer Graphics, Video Game Development, Animation and Game Design, Computer Graphic Techniques, Interactive Design, Game Design, Computer Displays, Development Environment, Package and Software Management, Software Installation

    4.4 stars, 19 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (19) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)

    4.3 stars, 40 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.3 (40) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
  • M

    Microsoft

    Managing AI Projects with Microsoft

    Skills you'll gain: Responsible AI, MLOps (Machine Learning Operations), Azure DevOps, AI Product Strategy, Decision Intelligence, Business Leadership, AI Security, Microsoft Azure, Organizational Change, AI Enablement, Organizational Leadership, Strategic Leadership, Microsoft Copilot, Solution Delivery, Project Management, Cross-Functional Team Leadership, Business Metrics, Project Management Life Cycle, Agile Project Management, AI literacy

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • G

    Google

    إدارة المشروعات من Google

    Skills you'll gain: Project Closure, Project Implementation, Cost Management, Team Management, Project Planning, Project Scoping, Management Training And Development, Team Leadership, Agile Project Management, Communication Planning, Scope Management, Quality Management, Product Quality (QA/QC), Project Management Life Cycle, Quality Assessment, Stakeholder Analysis, Agile Methodology, Agile Software Development, Change Management, Project Management

    4.8 stars, 574 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.8 (574) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Automation for Everyone: Tech Benefits Unleashed

    Skills you'll gain: Automation, No-Code Development, IT Automation, Business Process Automation, Workflow Management, Productivity Software, Digital Transformation, Process Optimization, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML)

    4.4 stars, 34 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.4 (34) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    C# Class Development

    Skills you'll gain: Unity Engine, Video Game Development, C# (Programming Language), Game Design, Object Oriented Design, Object Oriented Programming (OOP), Application Design, Software Design, Programming Principles, Program Development, Application Development, UI Components

    4.8 stars, 68 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (68) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    OpenSUSE Linux OS Fundamentals

    Skills you'll gain: Command-Line Interface, Linux, Package and Software Management, Linux Administration, File Management, Operating System Administration, Linux Commands, Systems Administration, File Systems, Open Source Technology, System Configuration, Software Installation, Operating Systems, Virtualization, User Interface (UI)

    4.7 stars, 22 reviews, Beginner, Course, 1 - 4 Weeks

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

    Category: Preview
    Preview
  • U

    University of Maryland, College Park

    Digital Marketing Analytics

    Skills you'll gain: Pay Per Click Advertising, Data-Driven Marketing, Marketing Analytics, Web Analytics, Search Engine Optimization, Analytics, Paid media, Search Engine Marketing, Web Analytics and SEO, Digital Marketing, Data-Driven Decision-Making, Digital Marketing Tools, A/B Testing, Data Analysis, AI Personalization, Contextual Advertising, Big Data, Customer Analysis, Customer Data Management, Machine Learning

    4.5 stars, 11 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (11) · 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

  • Prepare and Practice for Interviews with AI: Google
  • Advanced Malware and Network Anomaly Detection: Johns Hopkins University
  • Natural Language Processing and Capstone Assignment: University of California, Irvine
  • Data Science for Professionals: Coursera
  • Python Game Development with Pygame: EDUCBA
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Managing AI Projects with Microsoft: Microsoft
  • إدارة المشروعات من Google: Google
  • Automation for Everyone: Tech Benefits Unleashed: Coursera
  • C# Class Development: University of Colorado System

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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