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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

    Microsoft Azure: Cloud Solutions Mastery

    Skills you'll gain: Responsible AI, Azure Active Directory, Microsoft Azure, Platform As A Service (PaaS), Relational Databases, Cloud Applications, AI Personalization, Power BI, Performance Tuning, Cloud Hosting, Model Deployment, Anomaly Detection, Cloud Platforms, Cloud Services, .NET Framework, Cloud Management, Performance Analysis, Cloud Development, Azure DevOps, Big Data

    4.8 stars, 245 reviews, Intermediate, Specialization, 3 - 6 Months

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

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Data-Driven Digital Marketing & Analytics

    Skills you'll gain: Data-Driven Decision-Making, Predictive Modeling, Social Media Analytics, Predictive Analytics, Marketing, Social Network Analysis, Customer Analysis, Data Ethics, Data Warehousing, Customer Insights, Data Science, Text Mining, Digital Analysis, Case Studies, Blockchain, Consumer Behaviour, Marketing Strategy and Techniques, Data Integrity, Image Analysis, Machine Learning

    4.5 stars, 3.8K reviews, Intermediate, Specialization, 1 - 3 Months

    ★ 4.5 (3.8K) · Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Aprender

    Skills you'll gain: Learning Strategies, Learning Theory, Human Learning, Quick Learning, Self-Motivation, Literacy, Mental Concentration, Cognitive flexibility, Critical Thinking, Productivity, Personal Development, Motivational Skills, Self-Awareness

    4.8 stars, 5.5K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.8 (5.5K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • U

    University of Michigan

    Using Python to Access Web Data

    Skills you'll gain: Web Scraping, Restful API, Web Services, JSON, Extensible Markup Language (XML), Network Protocols, Extensible Languages and XML, Application Programming Interface (API), Data Access, Hypertext Markup Language (HTML), Python Programming, Software Installation, Development Environment

    4.8 stars, 45K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (45K) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • S

    Snowflake

    Intro to Snowflake for Devs, Data Scientists, Data Engineers

    Skills you'll gain: Data Engineering, Data Manipulation, Data Store, Data Warehousing, SQL, Data Pipelines, Extract, Transform, Load, Application Development, Artificial Intelligence and Machine Learning (AI/ML), Role-Based Access Control (RBAC), Stored Procedure, Cloud Services, LLM Application, Application Frameworks, Generative AI, Large Language Modeling, Applied Machine Learning, Data Science, Machine Learning

    4.8 stars, 238 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.8 (238) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • I

    IBM

    AI Workflow: Enterprise Model Deployment

    Skills you'll gain: Model Deployment, Apache Spark, Data Pipelines, PySpark, Model Training, Applied Machine Learning, Model Optimization, Machine Learning Algorithms, Docker (Software), Machine Learning, Data Science, Python Programming, Design Thinking

    4.3 stars, 65 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.3 (65) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • D

    Duke University

    Introductory Human Physiology

    Skills you'll gain: Physiology, Pulmonology, Respiration, Anatomy, Endocrinology, Cardiology, Human Musculoskeletal System, Nephrology, Hemodynamics, Biology, Vital Signs, Electrophysiology, Sensory Systems Analysis, Blood Pressure, Cell Biology, Neurology

    4.8 stars, 5.4K reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (5.4K) · 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
  • Y

    Yale University

    Everyday Parenting: The ABCs of Child Rearing

    Skills you'll gain: Applied Behavior Analysis, Behavior Management, Positive Behavior Support, Parent Communication, Behavioral Management, Mental Health, Working With Children, Habit Formation, Community Mental Health Services, Family Support, Mental and Behavioral Health, Child Development, Constructive Feedback, Problem Solving

    4.9 stars, 3.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (3.2K) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • I

    IBM

    Generative AI: Foundation Models and Platforms

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), OpenAI, Hugging Face, Large Language Modeling, Deep Learning

    4.7 stars, 354 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • U

    Universidad Nacional Autónoma de México

    Introducción a la inteligencia artificial

    Skills you'll gain: Bayesian Network, Computational Logic, Program Development, Artificial Intelligence, Markov Model, Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Computational Thinking, AI powered creativity, Creativity, Game Theory, Theoretical Computer Science, Generative AI Agents, Software Development, Generative AI, Python Programming, Applied Machine Learning, Social Sciences, Machine Learning, Model Optimization

    4.6 stars, 685 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.6 (685) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • M

    Meta

    Meta Database Engineer

    Skills you'll gain: MySQL, Database Software, Database Management, Database Theory, Data Warehousing, Interactive Data Visualization, Dashboard, Database Administration, Data Visualization Software, Command-Line Interface, Star Schema, Dashboard Creation, Unix Shell, Data Integrity, Unit Testing, Algorithms, Analytics, Linux, Database Architecture and Administration, Software Versioning

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

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

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

  • Microsoft Azure: Cloud Solutions Mastery: EDUCBA
  • Data-Driven Digital Marketing & Analytics: University of Illinois Urbana-Champaign
  • Aprender: Universidad Nacional Autónoma de México
  • Using Python to Access Web Data: University of Michigan
  • Intro to Snowflake for Devs, Data Scientists, Data Engineers: Snowflake
  • AI Workflow: Enterprise Model Deployment: IBM
  • Introductory Human Physiology: Duke University
  • Big Data: Demystifying the Big Idea: Madecraft
  • Everyday Parenting: The ABCs of Child Rearing: Yale University
  • Generative AI: Foundation Models and Platforms: IBM

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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