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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


  • E

    Exploratorium

    Tinkering Fundamentals: Motion and Mechanisms

    Skills you'll gain: Collaboration, Course Development, Creativity, Design Strategies, Mechanics, Research, Creative Problem-Solving, Experimentation, Mechanical Design, Aesthetics, Construction

    4.8 stars, 27 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (27) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • L

    LearnQuest

    Defending Against AI-Driven Phishing and Social Engineering

    Skills you'll gain: Penetration Testing, Cybersecurity, Cyber Security Assessment, Anomaly Detection, Cyber Attacks, Threat Detection, AI Security, Security Awareness, Network Analysis, Generative AI, Prompt Engineering, Email Security, Unsupervised Learning, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Multimodal RAG with GPT – Build Smarter Search & AI Systems

    Skills you'll gain: Retrieval-Augmented Generation, Development Environment, Multimodal Prompts, Embeddings, User Interface (UI), OpenAI API, Generative AI, LLM Application, Program Development, Image Analysis, AI Workflows, Large Language Modeling, AI Integrations, Artificial Intelligence, Vector Databases, Applied Machine Learning

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Miami

    Additive Manufacturing Scientific Concepts and Applications

    Skills you'll gain: Manufacturing Processes, Materials science, Engineering, Biomedical Engineering, Automation, Manufacturing Operations, Biological Engineering, Manufacturing and Production, AI Integrations, Emerging Technologies, Biomedical Technology, Prototyping, Artificial Intelligence, Production Process, Biotechnology, Machine Learning

    Beginner · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Mudbox: Sculpt, Paint & Export 3D Assets

    Skills you'll gain: 3D Assets, 3D Modeling, Computer Graphics, Adobe Photoshop, Autodesk, Animation and Game Design, Computer Graphic Techniques, Visualization (Computer Graphics), Photo Editing, Data Import/Export, Graphical Tools

    Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
  • E

    EDUCBA

    Master Deferred Tax: Analyze, Apply & Evaluate Concepts

    Skills you'll gain: Accounting, Reconciliation, Tax Compliance, Specialized Accounting, Accrual Accounting, Depreciation, Income Tax, Technical Accounting, Corporate Tax, Fixed Asset, Financial Reporting

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Balance and Analyze Image Segmentation

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Model Training, AI Workflows, Model Optimization, Spatial Data Analysis, Predictive Modeling, Statistical Machine Learning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    Classification and Planned Experiments

    Skills you'll gain: Experimentation, Research Design, Statistical Modeling, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Supervised Learning, Logistic Regression, Predictive Modeling, Machine Learning Algorithms, Statistical Programming, Model Training, Statistical Analysis, Statistical Inference, Simulation and Simulation Software, Probability & Statistics, Data Science, Data Visualization, Simulations, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Market Research Case Study: Apply & Analyze

    Skills you'll gain: Market Research, Market Analysis, Competitive Analysis, Business Research, Market Intelligence, Global Marketing, Business Strategies, Customer Insights, Company, Product, and Service Knowledge, Strategic Marketing, Market Opportunities, Strategic Thinking, Target Market, Program Evaluation, Consumer Behaviour, Marketing Strategy and Techniques, Corporate Strategy, Process Analysis, Performance Measurement, Business Metrics

    Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • T

    The Chinese University of Hong Kong

    离散优化建模高阶篇 Advanced Modeling for Discrete Optimization

    Skills you'll gain: Model Optimization, Mathematical Modeling, Operations Research, Debugging, Computational Logic, Combinatorics, Code Reusability, Applied Mathematics, Algorithms

    4.3 stars, 6 reviews, Intermediate, Course, 1 - 3 Months

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

    Category: Free
    Free
  • U

    University of Colorado Boulder

    Comic Books, Geek Culture, and the Fandom Imaginary

    Skills you'll gain: Community Outreach, Diversity Awareness, Cultural Diversity, Driving engagement, Liberal Arts, Culture, Analysis, Media and Communications, Visual Storytelling, Storytelling, Critical Thinking, Communication

    5 stars, 9 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (9) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    SkillUp

    Practice Test for CompTIA Data+ Certification

    Skills you'll gain: Data Visualization, Analysis

    5 stars, 9 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 5 (9) · Advanced · 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

  • Tinkering Fundamentals: Motion and Mechanisms: Exploratorium
  • Defending Against AI-Driven Phishing and Social Engineering: LearnQuest
  • Multimodal RAG with GPT – Build Smarter Search & AI Systems: Packt
  • Additive Manufacturing Scientific Concepts and Applications: University of Miami
  • Mudbox: Sculpt, Paint & Export 3D Assets: EDUCBA
  • Master Deferred Tax: Analyze, Apply & Evaluate Concepts: EDUCBA
  • Balance and Analyze Image Segmentation: Coursera
  • Classification and Planned Experiments: Arizona State University
  • Market Research Case Study: Apply & Analyze: EDUCBA
  • 离散优化建模高阶篇 Advanced Modeling for Discrete Optimization: The Chinese University of Hong Kong

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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