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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


  • S

    Scrimba

    Vibe Coding with Cursor AI

    Skills you'll gain: Vibe coding, Model Context Protocol, Context Management, Context Engineering, AI Workflows, Integrated Development Environments, AI Integrations, Software Installation, Agentic Workflows, Code Review, System Configuration, Debugging, Generative AI Agents, Web Development Tools, Software Development, User Interface (UI), Web Development

    4.3 stars, 181 reviews, Intermediate, Course, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    An Introduction to Accessibility and Inclusive Design

    Skills you'll gain: Disabilities, Web Content Accessibility Guidelines, Education and Training, Multimedia, Educational Materials, Adaptive Equipment, Pedagogy, Hypertext Markup Language (HTML), Developmental Disabilities, Instructional Design, Visual Impairment Education, Diversity Awareness, Labor Law, Law, Regulation, and Compliance, Family and Medical Leave Act of 1993, Microsoft Office

    4.6 stars, 253 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.6 (253) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    International Marketing and Global Trade

    Skills you'll gain: Global Marketing, Intercultural Competence, Strategic Planning, Cultural Diversity, Cultural Sensitivity, Market Research, Market Analysis, Strategic Decision-Making, International Finance, Product Lifecycle Management, Diversity Awareness, Culture, Business Planning, Market Intelligence, Advertising, Branding, Strategic Marketing, Marketing Strategies, Consumer Behaviour, Business Development

    Beginner · Specialization · 3 - 6 Months

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

    EDUCBA

    Master Marketing Case Study: Analyze, Evaluate & Implement

    Skills you'll gain: Performance Analysis, Marketing Planning, Marketing Strategies, Strategic Marketing, Global Marketing, Performance Improvement, Product Marketing, Market Analysis, Product Strategy, Case Studies, Marketing, Competitive Analysis, Brand Marketing, Strategic Planning, Business Strategy, Market Opportunities, Logistics

    5 stars, 12 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 5 (12) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    Universidad Nacional de Colombia

    Sistemas difusos

    Skills you'll gain: Mathematical Modeling, Computational Logic, Mathematics and Mathematical Modeling, Mathematical Software, Systems Design, Model Optimization, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Applied Mathematics, System Design and Implementation, Programming Principles, Machine Learning Algorithms, Logical Reasoning, Arithmetic

    5 stars, 48 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 5 (48) · Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • E

    EDUCBA

    PyQt Training Beginner Level

    Skills you'll gain: UI Components, Interactive Design, User Interface (UI), User Interface (UI) Design, Event-Driven Programming, Application Design, Development Environment, Application Development, Web Applications, Application Frameworks, Software Installation, Python Programming, Web Frameworks

    4.5 stars, 25 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (25) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • M

    MathWorks

    Data Science Project: MATLAB for the Real World

    Skills you'll gain: Data Storytelling, Model Evaluation, Feature Engineering, Data Visualization, Data Presentation, Model Training, Exploratory Data Analysis, Machine Learning Methods, Applied Machine Learning, Model Optimization, Data Science, Machine Learning, Data Wrangling, Data Analysis, Data Preprocessing, Matlab, Data Processing, Technical Communication, Predictive Modeling

    4.7 stars, 25 reviews, Intermediate, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Coursera

    Harnessing LLMs: Strategy, Fine-Tuning & Evaluation

    Skills you'll gain: Hugging Face, Prompt Engineering, Retrieval-Augmented Generation, Responsible AI, Model Evaluation, Fine-tuning, Model Deployment, Feature Engineering, LangChain, Model Optimization, Large Language Modeling, Generative Model Architectures, Generative AI, LLM Application, MLOps (Machine Learning Operations), Model Training, OpenAI API, Generative Adversarial Networks (GANs), Business Strategy, Python Programming

    4.1 stars, 100 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.1 (100) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • L

    LearnKartS

    AWS AI Practitioner Certification Prep

    Skills you'll gain: Prompt Engineering, Responsible AI, Prompt Engineering Tools, Computer Vision, Model Optimization, Generative Model Architectures, Machine Learning Methods, AI Workflows, Machine Learning Algorithms, Applied Machine Learning, Artificial Intelligence, Model Training, Cloud Security, Amazon Elastic Compute Cloud, Risking, AI literacy, Embeddings, MLOps (Machine Learning Operations), Deep Learning, Data Wrangling

    4.3 stars, 14 reviews, Beginner, Specialization, 1 - 3 Months

    ★ 4.3 (14) · Beginner · Specialization · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply Cryptocurrency Trading Skills Using Binance

    Skills you'll gain: Financial Trading, Securities Trading, Futures Exchange, Market Data, Blockchain, Portfolio Risk, Order Management, Risk Management, User Accounts, Compliance Management, Authentications, Regulatory Compliance, Profit and Loss (P&L) Management, Account Management, Liquidation, Digital Assets, Verification And Validation, Multi-Factor Authentication, Wealth Management

    4.9 stars, 17 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (17) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • A

    American Psychological Association

    Discover Yourself, Build Relationships, and Navigate Groups

    Skills you'll gain: Self-Awareness, Self-Discipline, Relationship Building, Personal Development, Psychology, Relationship Management, Self-Motivation, Culture, Emotional Intelligence, Cultural Diversity, Behavior Management, Rapport Building, Decision Making, Goal Setting, Motivational Skills, Social Sciences, Social Studies, Sociology, Interpersonal Communications, Decision Intelligence

    4.7 stars, 63 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.7 (63) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Data Structures, Design Strategies, Quantum computing, Python Programming, Analysis

    4.7 stars, 277 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.7 (277) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Vibe Coding with Cursor AI: Scrimba
  • An Introduction to Accessibility and Inclusive Design: University of Illinois Urbana-Champaign
  • International Marketing and Global Trade: EDUCBA
  • Master Marketing Case Study: Analyze, Evaluate & Implement: EDUCBA
  • Sistemas difusos: Universidad Nacional de Colombia
  • PyQt Training Beginner Level: EDUCBA
  • Data Science Project: MATLAB for the Real World: MathWorks
  • Harnessing LLMs: Strategy, Fine-Tuning & Evaluation: Coursera
  • AWS AI Practitioner Certification Prep: LearnKartS
  • Apply Cryptocurrency Trading Skills Using Binance: EDUCBA

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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