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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


  • R

    Rice University

    Python Data Analysis

    Skills you'll gain: Data Processing, Data Manipulation, Data Dictionary, Data Wrangling, File I/O, Data Structures, Scripting, Data Import/Export, Scripting Languages, Data Analysis, Python Programming, Data Mapping, Data Storage, Data Management

    4.7 stars, 894 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Decision Trees in R: Build, Predict & Evaluate

    Skills you'll gain: Model Evaluation, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Model Training, Predictive Modeling, Data Preprocessing, Statistical Machine Learning, Data-Driven Decision-Making, Machine Learning, Regression Analysis, Classification Algorithms, Data Analysis, Analysis, Data Modeling, Data Visualization Software, Data Visualization, Plot (Graphics)

    Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Video Game Development, Event-Driven Programming, Interactive Design, Animation and Game Design, User Interface (UI), Program Development, Animations, Game Design, Programming Principles, Python Programming, Computer Programming, Computer Graphics, Data Structures

    4.9 stars, 1.2K reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.9 (1.2K) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Industrial Internet of Things (IIoT)

    Skills you'll gain: Internet Of Things, Manufacturing Operations, Digital Transformation, Cloud Services, Cloud Computing, Automation, Operational Efficiency, Emerging Technologies, System Implementation, Technology Strategies, Real Time Data, Value Propositions, Case Studies, Cybersecurity

    4.5 stars, 211 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (211) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    Dairy Nutrition for Udder Success

    Skills you'll gain: Nutritional Assessment, Predictive Analytics, Machine Learning Methods, Maternal Health, Machine Learning, Diagnostic Tests, Health Systems, Operating Cost, Nutrition and Diet, Market Dynamics, Water Resources, Food Safety and Sanitation, Manufacturing and Production, Behavioral Economics, Business Economics, Environment, Molecular Biology, Production Management, Consumer Behaviour, Molecular, Cellular, and Microbiology

    4.9 stars, 37 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.9 (37) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • C

    Coursera

    Create Your First Web App with Python and Flask

    Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Application Frameworks, Object-Relational Mapping, Database Application, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming

    4.4 stars, 557 reviews, Intermediate, Guided Project, Less Than 2 Hours

    ★ 4.4 (557) · Intermediate · Guided Project · Less Than 2 Hours

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Letters of Credit & Trade Finance Essentials

    Skills you'll gain: Derivatives, International Finance, Export Control, Bank Regulations, Commercial Banking, Banking, Commercial Laws, Credit Risk, Financial Market, Payment Systems, Financial Systems, General Shipping and Receiving, Shipping and Receiving, Payment Processing and Collection, Billing & Invoicing, Finance, Risk Management, Contract Compliance, Risk Mitigation, Document Management

    4.6 stars, 12 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.6 (12) · Mixed · Course · 1 - 3 Months

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

    EDUCBA

    ExpressJS Essentials: Building Modern Web APIs

    Skills you'll gain: Node.JS, JavaScript Frameworks, Web Frameworks, Authentications, MongoDB, Postman API Platform, Restful API, Server Side, Middleware, JSON, Application Programming Interface (API), Web Development Tools, Web Applications, Javascript, Back-End Web Development, API Testing, NoSQL

    4.9 stars, 22 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.9 (22) · Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    Edureka

    Neural Networks and Computer Vision Foundations

    Skills you'll gain: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Applied Machine Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science

    Beginner · Course · 1 - 4 Weeks

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

    Università di Napoli Federico II

    Autonomous Vehicle Engineering

    Skills you'll gain: NoSQL, Control Systems, Apache Hadoop, Apache Hive, Big Data, Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Database Systems, Artificial Intelligence, Data Architecture, Data Infrastructure, Mechanical Engineering, Artificial Intelligence and Machine Learning (AI/ML), Computer Vision, Systems Architecture, Simulations, Global Positioning Systems, Business Intelligence, Robotics

    4.3 stars, 91 reviews, Beginner, Specialization, 1 - 3 Months

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

    Status: Free trial
    Free trial
  • C

    Coursera

    TensorFlow for Beginners: Basic Binary Image Classification

    Skills you'll gain: Model Deployment, Tensorflow, Model Evaluation, Data Preprocessing, Image Analysis, Model Training, Artificial Neural Networks, Convolutional Neural Networks, Model Optimization, Data Processing, Network Model, Applied Machine Learning, Machine Learning Methods, Computer Vision, Deep Learning

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Toronto

    Learn Interpersonal Psychotherapy

    Skills you'll gain: Patient Communication, Patient Education And Counseling, Psychosocial Assessments, Patient Evaluation, Interpersonal Communications, Psychotherapy, Clinical Psychology, Mental Health Therapies, Patient Treatment, Treatment Planning, Rapport Building, Mental Health Counseling, Conflict Management, Interactive Learning, Mental Health Diseases and Disorders, Case Studies, Stress Management, Mental Health, Clinical Practices

    4.8 stars, 115 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.8 (115) · Mixed · Course · 1 - 3 Months

    Category: Preview
    Preview
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In summary, here are 10 of our most popular applied machine learning courses

  • Python Data Analysis: Rice University
  • Master Decision Trees in R: Build, Predict & Evaluate: EDUCBA
  • An Introduction to Interactive Programming in Python (Part 2): Rice University
  • Industrial Internet of Things (IIoT): University of Michigan
  • Dairy Nutrition for Udder Success: University of Illinois Urbana-Champaign
  • Create Your First Web App with Python and Flask: Coursera
  • Letters of Credit & Trade Finance Essentials: EDUCBA
  • ExpressJS Essentials: Building Modern Web APIs: EDUCBA
  • Neural Networks and Computer Vision Foundations: Edureka
  • Autonomous Vehicle Engineering: Università di Napoli Federico II

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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