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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

    EDUCBA

    Apache Spark: Apply & Evaluate Big Data Workflows

    Skills you'll gain: Data Pipelines

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

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Reducing Gun Violence in America: Evidence for Change

    Skills you'll gain: Injury Prevention, Public Safety and National Security, De-escalation Techniques, Social Justice, Policy Analysis, Research, and Development, Public Policies, Policy Analysis, Public Health, Epidemiology, Community Organizing, Law, Regulation, and Compliance, Health Policy, Research, Case Law

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

    Category: Free
    Free
  • A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, User Research, Decision Making, Display Devices, Human Computer Interaction, Human Learning, Exercise Science, Data Collection, Human Factors Engineering, Accident Prevention, Mitigation

    ★ 4.8 (57) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • L

    LearnQuest

    Foundations of No-Code AI for Real-World Applications

    Skills you'll gain: Data Ethics, No-Code Development, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Data Cleansing, Data Preprocessing, Artificial Intelligence, Data Quality, AI literacy, Human Computer Interaction, Business Solutions, Machine Learning, Data Wrangling, Business Metrics, Data Storytelling, Generative AI, Business Analytics, Data Validation, Dashboard, Automation

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    UBITS

    Técnicas para un aprendizaje efectivo

    Skills you'll gain: Human Learning, Learning Strategies, Quick Learning, Learning Theory, Lifelong Learning, Productivity, Scientific Methods

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

    Category: Preview
    Preview
  • M

    Microsoft

    Microsoft Azure Cosmos DB

    Skills you'll gain: Microsoft Azure, NoSQL, Database Administration, Data Store, Data Infrastructure, Database Systems, Cloud Storage, Database Theory, Database Management Systems, Data Storage, Cloud Services, Data Storage Technologies, File Management, Data Access, Data Security, Data Management, File Systems, Query Languages, Data Import/Export

    ★ 4.3 (104) · Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Communication Skills for Interviews & Group Discussions

    Skills you'll gain: Oral Expression, Active Listening, Verbal Communication Skills, Discussion Facilitation, Interviewing Skills, Oral Comprehension, Teamwork, Communication, Communication Strategies, Tactfulness, Social Skills, Interpersonal Communications, Corporate Communications, Collaboration, Business Communication, Professionalism, Rapport Building, Non-Verbal Communication, Job Analysis, Recruitment

    ★ 4.8 (10) · Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
  • C

    Coursera

    Transformers Unleashed: Master the Architecture of Modern AI

    Skills you'll gain: Model Optimization, MLOps (Machine Learning Operations), Systems Architecture, Model Evaluation, Feature Engineering, AI Integrations, Image Analysis, Model Training, Model Deployment, Extract, Transform, Load, Systems Design, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Apache Spark, Natural Language Processing, Pandas (Python Package), Cloud Deployment, Machine Learning, Computer Vision, Computational Thinking

    Intermediate · Professional Certificate · 3 - 6 Months

    Category: New
    New
    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Migrating .NET-based web applications to Azure PAAS

    Skills you'll gain: Microsoft Azure, Cloud-Native Computing, Platform As A Service (PaaS), .NET Framework, ASP.NET, Cloud Deployment, Cloud Applications, Cloud Hosting, Microsoft SQL Servers, Data Migration, Performance Tuning, Application Deployment, Model View Controller, Verification And Validation, Configuration Management, Scripting Languages

    ★ 4.9 (12) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • V

    Vanderbilt University

    Generative AI for Kids, Parents, and Teachers

    Skills you'll gain: Prompt Engineering, AI powered creativity, Multimodal Prompts, Anthropic Claude, ChatGPT, Generative AI, AI literacy, Creative Thinking, Brainstorming, Ideation, Creativity, Creative Problem-Solving, Critical Thinking, Problem Solving

    ★ 4.7 (117) · Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • U

    Universidad Nacional Autónoma de México

    Razonamiento artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Markov Model, Artificial Intelligence, Game Theory, Theoretical Computer Science, Python Programming, Deductive Reasoning, Decision Intelligence, Probability, Verification And Validation

    ★ 4.1 (116) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Python Scripting Case Study - To-do List Application

    Skills you'll gain: Application Development, Model View Controller, Software Development Methodologies

    ★ 4.8 (15) · Intermediate · 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

  • Apache Spark: Apply & Evaluate Big Data Workflows: EDUCBA
  • Reducing Gun Violence in America: Evidence for Change: Johns Hopkins University
  • Human Factors & Usability Engineering: Designing for Humans: Arizona State University
  • Foundations of No-Code AI for Real-World Applications: LearnQuest
  • Técnicas para un aprendizaje efectivo: UBITS
  • Microsoft Azure Cosmos DB: Microsoft
  • Communication Skills for Interviews & Group Discussions: EDUCBA
  • Transformers Unleashed: Master the Architecture of Modern AI: Coursera
  • Migrating .NET-based web applications to Azure PAAS: EDUCBA
  • Generative AI for Kids, Parents, and Teachers: Vanderbilt 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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